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Founding director of the Center for Algorithms and Machine Learning (CAML).

Adjunct assistant professor at the Department of Statistics.
“PROFessional quadrathlete”: !

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Interests: algorithms and foundations of scalable data analysis, machine learning, data science, privacy and targeted alternatives to bulk data collection.


Publications:
  • ML and big data conferences: AISTATS, ICDE, ICML, KDD, OPT@NeurIPS, VLDB.
  • TCS conferences: APPROX, CCC, ICALP, PODC, RANDOM, SAT, SODA, SOSA@SODA, STOC.
  • Journals: Algorithmica, Combinatorica, I&C, IPL, PNAS, TODS.
Program committees:
  • AI/ML: AAAI ('20) , AISTATS ('20 – '19), NeurIPS ('20 – '16), ICML ('20 – '18), ICLR ('20 – '18), UAI ('19).
  • TCS: SODA 21, APPROX 18, BeyondMR 18, COCOON 17, SODA 17, ESA 16, 雷光加速器官网.
Recently organized:
  • New! Recent Trends in Clustering and Classification: 3-day workshop at 免费翻国外墙的app, '19.
  • 雷竞技进不去三维————————————她的电脑技术上 ...:2021-2-21 · 雷竞技app下载 官网 蜘蛛 雷竞技进不去 导航系统 rayapp3 rayapp rayapp0 PPPMT 试着吃 雷竞技在哪下载 ... 在试图建立一个小型的电路和电磁测试,用两个高效的电压加速器 。 再读一遍 #去做个如何做个大的# 12月7日 2月28日, 18个月 我是一年前的一次 ...: 1-day workshop at FOCS'17.
  • 67th Midwest Theory Day: 2-day workshop at Indiana University, Bloomington, '17.
  • Big Data Through the Lens of Sublinear Algorithms: 2-day workshop at Rutgers DIMACS, '15.
  • Algorithmic Frontiers of Modern Massively Parallel Computation: 1-day workshop at ACM FCRC '15.
  • Sublinear Algorithms and Big Data Day: Sublinear Day #1 (Brown '14), Sublinear Day #2 (MIT '15).
2024
  • 02/26: I am on the program committee of SODA 2021 (32nd Annual ACM-SIAM Symposium on Discrete Algorithms).
  • 01/06: Two papers in AISTATS 2024: ““Bring Your Own Greedy”+Max: Near-Optimal 1/2-Approximations for Submodular Knapsack” and “【教程向】贵州广电光猫融合型一体机顶盒SF818安装当贝 ...:1.先下载好当贝市场的安装包,拷在U盘里。再插到机顶盒的USB口里。(感谢TGP大佬 @TGP不是启动器 给的安装包)(其实就是我懒.jpg) 2.电视主页→应用市场→软件→工具→电视加速器,找到了下载并安装。3.打开电视加速器→工具箱→系统设置”.
2024
  • 10/24: Talk “雷特字幕premiere版破解版下载|雷特字幕pr版破解版 V2.8 ...:2021-10-11 · 雷特字幕premiere版破解版是一款专为Premiere Pro cc打造的字幕编辑插件特殊版本。雷特字幕软件系统架构采用CPU和GPU并行工作,并充分利用64位计算技术、CPU多核多线程计算能力、基于GPU可编程语言的渲染算法等。” at University of Illinois, Urbana-Champaign, CSL Seminar.
  • 10/18: Departmental colloquium “Advances in Hierarchical Clustering of Vector Data” at the University of California, Riverside, CA.
  • 10/16: Paper in OPT@NeurIPS 2024: “Escaping Saddle Points with Inequality Constraints via Noisy Sticky Projected Gradient Descent”
  • 10/16: CMI Seminar “Advances in Linear Sketching over Finite Fields at California Institute of Technology, Pasadena, CA.
  • 10/14: Theory Seminar “Advances in Hierarchical Clustering of Vector Data” at the University of California, San Diego, CA.
  • 10/10: Theory Lunch “Advances in Hierarchical Clustering of Vector Data” at the University of Southern California, Los Angeles, CA.
  • 10/04: Paper in SOSA@SODA 2024: “Fast Fourier Sparsity Testing”.
  • 09/18–09/20: Organizing a workshop “Recent Trends in Clustering and Classification” at TTI-Chicago.
  • 08/15: Talk “Advances in Hierarchical Clustering of Vector Data” at Google Research, Mountain View, CA.
  • 06/21: Paper in RANDOM 2024: “Approximate F2-Sketching of Valuation Functions”.
  • 06/06: Talk “Advances in Hierarchical Clustering of Vector Data” at the Discrete Mathematics and Applications Seminar, University of Warwick, Warwick, UK.
  • 05/30: Talk “Advances in Hierarchical Clustering of Vector Data” at the Algorithms and Complexity Seminar, University of Oxford, Oxford, UK.
  • 04/30: Paper in CCC 2024: “Optimality of Linear Sketching under Modular Updates”.
  • 04/29: Paper in KDD 2024: “Adversarially Robust Submodular Maximization under Knapsack Constraints” as an oral presentation (9.2% acceptance rate).
  • 03/15: Paper in VLDB 2024: “Multi-Dimensional Balanced Graph Partitioning via Projected Gradient Descent”.
  • 03/11: Talk “Advances in Hierarchical Clustering of Vector Data” at Facebook Core Data Science, Menlo Park, CA.
  • 03/06: Talk “Advances in Hierarchical Clustering of Vector Data” at the Algorithms and Complexity Seminar, Johns Hopkins University, Baltimore, MD.
  • 03/01: Talk “Advances in Hierarchical Clustering of Vector Data” at the Computer Science Seminar, Northwestern University, Evanston, IL.
  • 02/10: Preprint “Multi-Dimensional Balanced Graph Partitioning via Projected Gradient Descent”.
2018
  • 12/22/18: Paper in AISTATS 2024: “Hierarchical Clustering for Euclidean Data”.
  • 10/16/18: Talk “Advances in Linear Sketching over Finite Fields at the Simons Institute for the Theory of Computing, Workshop on Interactive Complexity. Berkeley, CA.
  • 09/24/18: Preprint “Optimality of Linear Sketching under Modular Updates”.
  • 09/14/18: Talk “Linear Sketching for Functions over Boolean Hypercube” at the Theory Seminar, University of Michigan, Ann Arbor, MI.
  • 08/07/18: Talk “Massively Parallel Algorithms and Hardness for Single-Linkage Clustering Under ℓp-Distances” at IBM Research Almaden, San Jose, CA.
  • 07/12/18: Talk “Massively Parallel Algorithms and Hardness for Single-Linkage Clustering Under ℓp-Distances” at the 35 International Conference on Machine Learning (ICML'18).
  • 06/22/18: Talk “Linear Sketching for Functions over Boolean Hypercube” at the 33rd Conference on Computational Complexity (CCC'18).
  • 06/14/18: Talk “Badger Rampage: Multidimensional Balanced Partitioning of Facebook-Scale Graphs” at the 2nd Workshop on Local Algorithms at MIT, Cambridge, MA.
  • 05/17/18: Talk “Massively Parallel Algorithms and Hardness for Single-Linkage Clustering Under ℓp-Distances” at the Stanford Theory Seminar.
  • 05/11/18: Paper in ICML'18: Massively Parallel Algorithms and Hardness for Single-Linkage Clustering Under ℓp-Distances as a mac玩韩服lol加速器_lol韩服加速器哪个好 - 电影天堂:2021-10-17 · 雷光加速器【雷光伕理韩服剑灵专线美服lol伕理 324x370 - 29KB - JPEG 为何她在lol韩服火爆 600x326 - 31KB - JPEG 英雄联盟韩服语音包|LOL韩服语音包下载5.2 最 595x335 - 380KB - PNG LOL韩服大师玩家给ADC伔的心得,每一句都非 550x276 - 19KB - JPEG.
  • 04/13/18: Talk “Linear Sketching for Functions over Boolean Hypercube” at the 68th Midwest Theory Workshop, Toyota Technological Institute, Chicago, IL.
  • 04/04/18: Paper in CCC'18: Linear Sketching over F2.
  • 03/20/18: Talk “Massively Parallel Algorithms and Hardness for Single-Linkage Clustering Under ℓp-Distances” at the Workshop on Data Summarization, University of Warwick, UK.
  • 03/09/18: The Center for Algorithms and Machine Learning (CAML) at IU has been officially launched!
2017
  • 12/19/17: I am on the program committee of 免费翻国外墙的app (21st International Workshop on Approximation Algorithms for Combinatorial Optimization Problems).
  • 11/22/17: Thanks to Facebook for supporting me with a Facebook Faculty Research Award!
  • 10/19/17: I am on the program committee of BeyondMR 2018 (5th Workshop on Algorithms and Systems for MapReduce and Beyond at SIGMOD/PODS'18).
  • 10/14/17: Talk “Linear Sketching for Functions over Boolean Hypercube” at the FOCS'17 workshop 【蓝光手游大师下载 官方版】蓝光手游大师 0.0.83-ZOL软件下载:2021-4-14 · 蓝光手游大师是一款可众让用户在Windows系统上体验安卓应用和游戏的超强大软件,蓝光手游大师采用一键安装模式,无需计算机软硬件知识,并自动为你检测安装,zol提供蓝光手游大师官方版下载。.
  • 10/14/17: Co-organizing the Linear Sketching as a Tool for Everything workshop at IEEE FOCS 2017.
  • 10/13/17: Talk “Clustering on Clusters 2049: Massively Parallel Algorithms for Clustering Graphs and Vectors” at Facebook, Menlo Park, CA.
  • 10/05/17: Preprint Massively Parallel Algorithms and Hardness for Single-Linkage Clustering Under ℓp-Distances .
  • 06/15/17: Departmental Colloquium “Computational and Communication Complexity In Massively Parallel Computing” at ITMO University, St. Petersburg, Russia.
  • 06/14/17: Talk “Computational and Communication Complexity In Massively Parallel Computing” at Higher School of Economics, Moscow, Russia. Workshop on Complexity of Computation, Communication, Descriptions and Proofs.
  • 06/03/17 – 06/04/17: Crash course “Modern algorithms for parallel, streaming and query-based data processing” at Computer Science Club, St. Petersburg, Russia.
  • 06/02/17: Talk Linear Sketching with Parities at St. Petersburg Department of Steklov Institute of Mathematics, St. Petersburg, Russia.
  • 05/23/17: Talk Linear Sketching with Parities at Kolmogorov Seminar, Moscow State University, Russia.
  • 04/15/17 – 04/16/17: Co-organizing the 67th Midwest Theory Day at Indiana University.
  • 03/21/17: Talk Linear Sketching with Parities at Banff Workshop on Communication Complexity and Applications.
  • 02/09/17: Talk “老司机のSwitch加速宝典,萌新看完下游戏联机So Easy - 知乎:4.30 更新:因为我基友也有了Switch,偶尔玩一下联网游戏,我就让他当小白鼠,搞了一台内置加速的路由器试试。刚好他也不爱折腾这些,干脆弄个即插即用的傻瓜式操作更合适~作为老司机,我的首推方案还 …” at Facebook, Menlo Park, CA.
  • 01/24/17: 网易UU网游加速器——玩出超快感,外服加速72小时免费:网易UU加速器,采用网易自主研发极速引擎,顶级IDC集群,全线高端刀片服务器!为网游用户解决延迟、掉线、卡机等问题,让你游戏更爽快!国服加速永久免费!外服加速72小时免费试用。海外直连专线,外服游戏加速效果业界顶尖!支持加速绝地求生、H1Z1、GTA5、CSGO,众及LOL英雄联盟、DNF地下城 … as a sole PI.
2016
  • 11/21/16: Talk Linear Sketching with Parities at Columbia University, New York, NY.
  • 11/07/16: Preprint Linear sketching over F2. See also a related blog post.
  • 10/21/16: Talk Linear Sketching with Parities at University of Pennsylvania, Philadelphia, PA.
  • 09/09/16: Talk Linear Sketching with Parities at University of Utah, Salt Lake City, UT.
  • 08/12/16: Talk Linear Sketching with Parities at University of Illinois, Urbana, IL.
  • 06/29/16: Talk Linear Sketching with Parities at Microsoft Research, Redmond, WA.
  • 06/26/16 — 07/02/16: I am visiting the Theory Group at Microsoft Research, Redmond.
  • 05/30/16: I am on the 老王加速器最新版下载 of 手机翻国外网站教程 (23rd International Computing and Combinatorics Conference).
  • 03/09/16: Departmental Colloquium “What's New in The Big Data Theory?” at Drexel University, Philadelphia, PA.
  • 03/05/16: Spotlight story “Balancing Security and Privacy in Network Analysis” on the Penn front page.
  • 02/29/16: Departmental Colloquium “What's New in The Big Data Theory?” at Boston University, Boston, MA.
  • 02/25/16: Departmental Colloquium “What's New in The Big Data Theory?” at University of Colorado, Boulder, CO.
  • 02/22/16: Departmental Colloquium “What's New in The Big Data Theory?” at Indiana University, Bloomington, IN.
  • 02/18/16: Departmental Colloquium “What's New in The Big Data Theory?” at Georgetown University, Washington, DC.
  • 02/08/16: Departmental Colloquium “What's New in The Big Data Theory?” at College of William and Mary, Williamsburg, VA.
  • 01/08/16: Talk “Lp-Testing” at the Johns Hopkins University workshop on sublinear algorithms. See also open problems.
2015
  • 12/22/15: I am on the program committee of SODA 2017 (28th Annual ACM-SIAM Symposium on Discrete Algorithms).
  • 11/24/15: Paper “Privacy for the Protected (Only)” accepted to PNAS (Proceedings of the National Academy of Sciences) via direct submission.
  • 10/19/15: Algorithms for MapReduce and Beyond: tutorial at 老王加速器最新版下载 in Melbourne.
  • 09/11/15: Paper in 老王加速器最新版下载: Tight Bounds on Linear Sketches of Approximate Matchings.
  • 08/27/15 — 08/28/15: Co-organizing the “Big Data Through the Lens of Sublinear Algorithms” workshop at Rutgers University, DIMACS.
  • 08/26/15: I am teaching CIS 700: algorithms for Big Data at the University of Pennsylvania in Fall'15.
  • 08/22/15: I am on the program committee of ESA 2016, Track A (24th European Symposium on Algorithms).
  • 08/06/15: Talk “Fast Fourier Sparsity Testing over the Boolean Hypercube” at the Univeristy of Wisconsin, Madison.
  • 07/15/15: Talk “Parallel Algorithms for Geometric Graph Problems” at ISMP 2015 (22nd International Symposium on Mathematical Programming).
  • 06/14/15: Co-organizing the “梦幻模拟战雷龙怎么打,屠龙勇士路因显神威_biubiu加速器:雷龙是梦幻模拟战中的一个关卡BOSS,其威力还是很惊人的,这也导致许多玩家困在该关卡无法前进,那么今天我伔便来聊聊梦幻模拟战雷龙怎么打,其实只要学会屠龙勇士路因的使用,通关雷龙关卡就会很简单!先上战斗力图:此次小编用的英雄它伔其实战斗力并不高,这也就保证了一些新手玩家 ...” workshop at FCRC 2015 (Federated Computing Research Conference).
  • 06/01/15: Preprint: Privacy for the Protected (Only).
  • 05/06/15: Preprint: Tight Bounds on Linear Sketches of Approximate Matchings.
  • 05/04/15: Talk “Near Optimal LP Rounding for Correlation Clustering” at Cornell University, Ithaca, NY.
  • 04/14/15: Paper in 老王加速器最新版下载: 雷神加速器iOS游戏下载_雷神加速器安卓版下载_18183游戏库:雷神加速器,拥有行业顶尖加速技术,游戏全程加速使用金融级专线,有效解决用户游戏过程中遇到的延迟高、卡顿、掉线、服务器断连等网络问题;游戏加速时长不用可众随时暂停,一次购买相当于长久使用;目前雷神已支持加速游戏上千款,涵盖当前所有热门游戏!.
  • 04/10/15: Second “Sublinear Algorithms and Big Data Day” at MIT.
  • 04/09/15: Talk “Near Optimal LP Rounding for Correlation Clustering” at MIT, Boston, MA.
  • 03/12/15: Talk “Near Optimal LP Rounding for Correlation Clustering” at Microsoft Research, Redmond, WA.
  • 03/06/15: Preprint: Amplification of One-Way Information Complexity via Codes and Noise Sensitivity.
  • 02/17/15: Google Tech Talk “Near Optimal LP Rounding for Correlation Clustering” at Google, NYC.
  • 02/03/15: Paper in STOC'15: Near Optimal LP Rounding Algorithm for Correlation Clustering on Complete and Complete k-partite Graphs.
  • 01/28/15: Talk “Near Optimal LP Rounding for Correlation Clustering” at Rutgers University, New Brunswick, NJ.
  • 01/21/15: Talk “ Near Optimal LP Rounding for Correlation Clustering” at Carnegie Mellon University, Pittsburgh, PA.
  • 01/20/15: Talk “ Near Optimal LP Rounding for Correlation Clustering ” at Pennsylvania State University, State College, PA.
2014
  • 12/02/14: Preprint: Near Optimal LP Rounding Algorithm for Correlation Clustering on Complete and Complete k-partite Graphs.
  • 11/19/14: Talk “Parallel Algorithms for Geometric Graph Problems” at Johns Hopkins University, Baltimore, MD.
  • 10/30/14: Talk “塞雷加速器下载安装_塞雷加速器安卓版v1.0.0 - 大渡口手游:2021-7-10 · 大渡口手游免费提供塞雷加速器下载,塞雷加速器是一款完全免费的加速器,上面支持各种不同种类的热门游戏,比如当前热门的英雄联盟、绝地求生、堡垒之夜等等,而且上面支持多种不同的服务器,让你体验在外服虐人的快感,而且有多种不同线路选择,让你享...” at University of Maryland, College Park, MD.
  • 10/24/14: Talk “Lp-Testing” at Columbia University, New York, NY.
  • 10/12/14: I have started a blog The Big Data Theory, which will cover algorithms for large data processing.
  • 09/12/14: I am organizing the Big Data Reading Group at the University of Pennsylvania.
  • 08/29/14: Talk “Parallel Algorithms for Geometric Graph Problems” at the University of Pennsylvania, Philadelphia, PA.
  • 08/15/14: I am organizing the 雷竞技进不去三维————————————她的电脑技术上 ...:2021-2-21 · 雷竞技app下载 官网 蜘蛛 雷竞技进不去 导航系统 rayapp3 rayapp rayapp0 PPPMT 试着吃 雷竞技在哪下载 ... 在试图建立一个小型的电路和电磁测试,用两个高效的电压加速器 。 再读一遍 #去做个如何做个大的# 12月7日 2月28日, 18个月 我是一年前的一次 ... at the University of Pennsylvania.
  • 07/28/14 — 08/01/14: I was teaching a 15-hour crash course “Sublinear Algorithms for Big Data” at the 28th International School on Informatics ECI 2014 at the University of Buenos Aires, Argentina.
  • 07/30/14: Preprint: Going for Speed: Sublinear Algorithms for Dense r-CSPs.
  • 07/16/14: Talk “Beyond Set Disjointness: the Communication Complexity of Finding the Intersection” at the 33rd Annual ACM SIGACT-SIGOPS Symposium on Principles of Distributed Computing (PODC 2014), Paris, France.
  • 06/13/14: Talk “Lower Bounds for Testing Properties of Functions over Hypergrids” at the 29th IEEE Conference on Computational Complexity (CCC 2014), Vancouver, BC.
  • 06/06/14: Paper in RANDOM'14: Certifying Equality with Limited Interaction.
  • 06/01/14: Talk “Lp-Testing” at the 46th ACM Symposium on the Theory of Computing (STOC 2014), New York, NY.
  • 05/19/14: Talk “网络加速_网络软件_软件下载 - 脚本之家:2021-8-15 · 雷光加速器 v8.0.0.3 绿色版 雷光加速器是一款专为网游玩家、工作室、商务人士,自动更换ip,L2tp,还可众对多款网络游戏进行加速… 更新时间: 2021-08-15 语言: 简体中文 授权: 免费软件 任意游加速器 v8.0.2.4 绿色版 网游专用加速器” at the University of Massachusetts, Amherst, MA.
  • 05/16/14: Talk “功能更强大 首发享折扣!网易UU加速器推出千兆版UU加速盒 ...:2021-6-15 · 网易UU加速盒是网易UU加速器专为PS4、Switch和Xbox One三大主机设计的专业加速产品,能为玩家伔提供稳定、快速且便捷的联网加速服务,而且使用时无 ... ” at MIT Theory of Distributed Systems Seminar, Boston, MA.
  • 04/28/14: I am on the PC for the 41st International Conference on Current Trends in Theory and Practice of Computer Science (SOFSEM'15), Foundations of Computer Science Track (chair: Roger Wattenhofer). Deadlines are here.
  • 04/20/14: Paper in 雷光加速器下载: Beyond Set Disjointness: The Communication Complexity of Finding the Intersection.
  • 04/18/14: I organized the Sublinear Algorithms and Big Data Day at Brown ICERM.
  • 04/03/14: Google Tech Talk “ Parallel Algorithms for Geometric Graph Problems ” at Google Research, NYC.
  • 03/27/14: Talk “Parallel Algorithms for Geometric Graph Problems” at Stanford University, Stanford, CA.
  • 03/25/14: Talk “Parallel Algorithms for Geometric Graph Problems” at Sandia Labs, Livermore, CA.
  • 03/05/14: Talk “The Big Data Theory and Randomized Algorithms” at Georgia Tech, Atlanta.
  • 02/25/14: Talk “Approximating Graph Problems: The Old and The New” at Yahoo! Research, NYC.
  • 02/19/14: Talk “Approximating Graph Problems: The Old and The New” at MIT Algorithms and Complexity Seminar.
  • 02/17/14: Talk “Approximating Graph Problems: The Old and The New” at Toyota Technological Institute at Chicago.
  • 02/09/14: I will be teaching a crash course "Sublinear Algorithms for Big Datasets" at the University of Buenos Aires (July 28 – August 01)
  • 02/04/14: 2 papers in STOC'14, 1 paper in 老王加速器最新版下载:
    • First “MapReduce” paper in STOC/FOCS.
    • First property testing paper for noisy real-valued data.
    • 猎豹安全浏览器 - 双核安全浏览器:2021-6-8 · 猎豹安全浏览器官方网站, 提供最新版本的猎豹安全浏览器下载. 猎豹是双核安全浏览器, 更安全, 更快速, 更炫酷. 猎豹采用BIPS安全体系和网购敢赔服务, 安全防护更全面; 对Chrome内核超过100项改进, 比Chrome快30%; 与顶尖设计团队携手打造而成具有艺术气息的浏览器....

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  • '16 –      . Assistant Professor, IUB.
    • S'19. Alan Turing Institute, London, UK.
  • '14 – '16. Warren Center Fellow, UPenn.
    CIS and Wharton Statistics.
  • '13 – '14. ICERM Institute Fellow, Brown.
  • '10 – '13. Ph.D., Penn State.
    • S'13 Intern. Microsoft Research, WA.
    • F'12 Intern. Microsoft Research, CA.
    • S'12 Intern. IBM Research, CA.
    • S'11 Intern. AT&T Research, NJ.
Selected Achievements and Awards
  • Facebook Faculty Research Award, '17.
  • NSF CRII Award, '17.
  • Warren Center Fellow, UPenn, '14-'16.
  • ICERM Institute Fellow, Brown, '13-'14.
  • Graduate Research Award, Penn St. CSE, '12.
  • College of Eng. Fellow, Penn St., '10-'13.
  • University Graduate Fellow, Penn St., '10-'11.
  • TopCoder Open Algorithm (Top-24), '10.
Group & Alumni
  • Samson Zhou (Postdoc, '18 – '19 → Postdoc, Carnegie Mellon University)
  • Dmitrii Avdiukhin (PhD student, '17 – )
  • 雷光加速器安卓, ENS Paris (Intern, S'19)
  • Jakub Boguta, U. Warsaw (Intern, S'19)
  • Stanislav Naumov, SPb ITMO U. (Intern, F'19)

Teaching

  • F'19: B505 Applied Algorithms @ IUB
  • S'19: H343 Data Structures (honors) @ IUB
  • F'18: 雷光加速器下载 @ IUB
  • S'18: H343 Data Structures (honors) @ IUB
  • F'17: B505 Applied Algorithms @ IUB (with Funda Ergun)
  • F'17: B609 Foundations of Data Science @ IUB
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  • F'15: CIS 700 algorithms for Big Data @ Penn
  • S'15: CIS 625 Computational Learning Theory @ Penn (with Michael Kearns)

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    S. Ahmadian, V. Chatziafratis, A. Epasto, E. Lee, M. Mahdian, K. Makarychev, G. Yaroslavtsev

    AISTATS 2024 (23rd International Conference on Artificial Intelligence and Statistics).

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    AISTATS 2024 (23rd International Conference on Artificial Intelligence and Statistics).

  • Escaping Saddle Points with Inequality Constraints via Noisy Sticky Projected Gradient Descent

    D. Avdiukhin, C. Jin, G. Yaroslavtsev

    OPT@NeurIPS 2024 (11th OPT Workshop on Optimization for Machine Learning)

  • Fast Fourier Sparsity Testing

    G. Yaroslavtsev, S. Zhou

    SOSA@SODA 2024 (3rd SIAM Symposium on Simplicity in Algorithms).

  • Approximate F2-Sketching of Valuation Functions

    G. Yaroslavtsev, S. Zhou

    RANDOM 2024 (23rd International Workshop on Randomization and Computation).

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    K. Hosseini, S. Lovett, G. Yaroslavtsev

    CCC 2024 (34th Conference on Computational Complexity).

  • Adversarially Robust Submodular Maximization under Knapsack Constraints

    D. Avdiukhin, S. Mitrovic, G. Yaroslavtsev, S. Zhou

    KDD 2024, Research track (25th ACM SIGKDD Conference on Knowledge Discovery and Data Mining). Oral presentation (9.2% acceptance rate)

  • Maximum Matchings in Dynamic Graph Streams and the Simultaneous Communication Model

    S. Assadi, S. Khanna, Y. Li, G. Yaroslavtsev

    SODA 2016 (27th Annual ACM-SIAM Symposium on Discrete Algorithms).

  • Amplification of One-Way Information Complexity via Codes and Noise Sensitivity

    M. Molinaro, D. Woodruff, G. Yaroslavtsev

    ICALP 2015, Track A (42nd International Colloquium on Automata, Languages and Programming).

  • Certifying Equality with Limited Interaction

    J. Brody, A. Chakrabarti, R. Kondapally, D. Woodruff, G. Yaroslavtsev

    RANDOM 2014 (18th International Workshop on Randomization and Computation).

    • Full version in the special issue of Algorithmica on “Information Complexity and Applications”

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    J. Brody, A. Chakrabarti, 雷光PVN, D. Woodruff, G. Yaroslavtsev

    PODC 2014 (33rd Annual ACM SIGACT-SIGOPS Symposium on Principles of Distributed Computing).

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    E. Blais, S. Raskhodnikova, G. Yaroslavtsev

    CCC 2014 (29th IEEE Conference on Computational Complexity).

  • Beating the Direct Sum Theorem in Communication Complexity with Applications to Sketching

    M. Molinaro, 雷光PVN, G. Yaroslavtsev

    SODA 2013 (24th Annual ACM-SIAM Symposium on Discrete Algorithms).

  • 梦幻模拟战雷龙怎么打,屠龙勇士路因显神威_biubiu加速器:雷龙是梦幻模拟战中的一个关卡BOSS,其威力还是很惊人的,这也导致许多玩家困在该关卡无法前进,那么今天我伔便来聊聊梦幻模拟战雷龙怎么打,其实只要学会屠龙勇士路因的使用,通关雷龙关卡就会很简单!先上战斗力图:此次小编用的英雄它伔其实战斗力并不高,这也就保证了一些新手玩家 ...

    S. Raskhodnikova, G. Yaroslavtsev

    SODA 2013 (24th Annual ACM-SIAM Symposium on Discrete Algorithms).

  • Accurate and Efficient Private Release of Datacubes and Contingency Tables

    G. Yaroslavtsev*, G. Cormode, C. M. Procopiuc, D. Srivastava

    梦幻模拟战雷龙怎么打,屠龙勇士路因显神威_biubiu加速器:雷龙是梦幻模拟战中的一个关卡BOSS,其威力还是很惊人的,这也导致许多玩家困在该关卡无法前进,那么今天我伔便来聊聊梦幻模拟战雷龙怎么打,其实只要学会屠龙勇士路因的使用,通关雷龙关卡就会很简单!先上战斗力图:此次小编用的英雄它伔其实战斗力并不高,这也就保证了一些新手玩家 ...

  • Primal-Dual Algorithms for Node-Weighted Network Design in Planar Graphs

    P. Berman, G. Yaroslavtsev

    APPROX 2012 (15th International Workshop on Approximation Algorithms for Combinatorial Optimization Problems).

  • Steiner Transitive-Closure Spanners of d-Dimensional Posets

    P. Berman, A. Bhattacharyya, E. Grigorescu, S. Raskhodnikova, 手机翻国外网站教程, G. Yaroslavtsev

    ICALP 2011, Track A (38th International Colloquium on Automata, Languages and Programming).

    • Full version in Combinatorica.

* Indicates papers with non-alphabetical ordering of authors.

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  • Online Algorithms for Machine Minimization [Preprint on arXiv].

    N. Devanur, K. Makarychev, D. Panigrahi, G. Yaroslavtsev

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  • Advances in Hierarchical Clustering of Vector Data [ Video from Northwestern (link)] [Slides: (pptx), (pdf)]
    • University of Illinois, Urbana-Champaign, IL. CSL Seminar. October 24, 2024.
    • University of California, Riverside, CA. CSE Departmental Colloquium. October 18, 2024.
    • University of California, San Diego, CA. Theory Seminar. October 14, 2024.
    • University of Southern California, Los Angeles, CA. Theory Lunch. October 10, 2024.
    • Google Research, Mountain View, CA. Tech Talk. August 15, 2024.
    • University of Warwick, Warwick, UK. Discrete Mathematics and Applications Seminar. June 06, 2024.
    • University of Oxford, Oxford, UK. Algorithms and Complexity Seminar. May 30, 2024.
    • Facebook Core Data Science, Menlo Park, CA. Tech Talk. March 11, 2024.
    • Johns Hopkins University, Baltimore, MD. Algorithms and Complexity Seminar. March 06, 2024.
    • Northwestern University, Evanston, IL. Computer Science Seminar. March 01, 2024.
  • Advances in Linear Sketching over Finite Fields [ Video from Simons (link)][Slides: (pptx), (pdf)]
    • California Institute of Technology, Pasadena, CA. CMI Seminar. October 15, 2024.
    • Simons Institute for the Theory of Computing. Interactive Complexity Workshop. Berkeley, CA. October 16, 2018.
  • Badger Rampage: Multidimensional Balanced Partitioning of Facebook-scale Graphs [Slides: (pptx), (pdf)]
    • MIT, Cambridge, MA. 2nd Workshop on Local Algorithms. June 14, 2018.
  • Massively Parallel Algorithms and Hardness for Single-Linkage Clustering Under ℓp-Distances [ Video from ICML'18 (link)] [Slides: (pptx), (pdf)]
    • IBM Research Almaden, San Jose, CA. Theory Seminar. August 07, 2018.
    • 35th International Conference on Machine Learning (ICML'18), Stockholm, Sweden. July 12, 2018.
    • Stanford University, Stanford, CA. Theory Seminar. May 17, 2018.
    • University of Warwick, Warwick, UK. “Workshop on Data Summarization”. March 20, 2018.
  • Linear Sketching for Functions over Boolean Hypercube [Slides: (老王加速器最新版下载), (pdf)]
    • University of Michigan, Ann Arbor, MI. Theory Seminar. September 14, 2018.
    • Toyota Technologicial Insitute. 雷光加速器下载. Chicago, IL. April 13, 2018.
    • 58th Annual Symposium on Foundations of Computer Science (FOCS 2017). Workshop “Linear Sketching as a Tool for Everything”, Berkeley, CA. October 14, 2017.
  • Clustering on Clusters 2049: Massively Parallel Algorithms for Clustering Graphs and Vectors [Slides: (pptx), (pdf)]
    • Facebook, Menlo Park, CA. Tech Talk. October 13, 2017.
  • Computational and Communication Complexity In Massively Parallel Computing [Slides: (pptx), (pdf)]
    • ITMO University, St. Petersburg, Russia. Departmental Colloquium. June 15, 2017.
    • Higher School of Economics, Moscow, Russia. Workshop on Complexity of Computation, Communication, Descriptions and Proofs. June 14, 2017.
  • Clustering on Clusters: Massively Parallel Algorithms for Clustering Graphs and Vectors [Slides: (pptx), (pdf)]
    • Facebook, Menlo Park, CA. Tech Talk. February 09, 2017.
  • 雷光PVN [ Video from Banff (link)][Slides: (雷光PVN), (pdf)]
    • 33rd Conference on Computational Complexity (CCC'18), San Diego, CA. June 22, 2018.
    • St. Petersburg Department of Steklov Institute of Mathematics of the Russian Academy of Sciences. Theory Seminar. June 02, 2017.
    • Moscow State University, Moscow, Russia. Kolmogorov Seminar on Theoretical Computer Science. May 22, 2017.
    • Banff International Research Station, Banff, Canada. Workshop on Communication Complexity and Applications. March 20, 2017.
    • Columbia University, New York, NY. Theory Seminar. November 21, 2016.
    • University of Pennsylvania, Philadelphia, PA. Theory Seminar. October 21, 2016.
    • University of Utah, Salt Lake City, UT. Theory Seminar. September 09, 2016.
    • University of Illinois. Urbana, IL. Theory Seminar. August 12, 2016.
    • Microsoft Research. Redmond, WA. Theory Seminar. June 29, 2016.
  • What's New in “The Big Data Theory”?
    • Drexel University, Philadelphia, PA. Departmental Colloquium. March 09, 2016.
    • Boston University, Boston, MA. Departmental Colloquium. February 29, 2016.
    • University of Colorado, Boulder, CO. Departmental Colloquium. February 25, 2016.
    • Indiana University, Bloomington, IN. Departmental Colloquium. February 22, 2016.
    • Georgetown University, Washington, DC. Departmental Colloquium. February 18, 2016.
    • College of William and Mary, Williamsburg, VA. Departmental Colloquium. February 08, 2016.
  • Fast Fourier Sparsity Testing over the Boolean Hypercube [Slides: (pptx), (pdf)]
    • University of Wisconsin, Madison. Theory Seminar. August 06, 2015.
  • 迅雷快鸟-上网提速必备神器:下载 客户端 下载客户端,提速稳定,支持自动提速 更好的品质,更低的价格 ... 告别运营商的条条框框 下行提速会员 15元/月 会员权益 下行带宽提速至 最高500M 高速通道 加速 [ Video from MSR (link)] [Slides: (雷光加速器官网), (pdf)]
    • Cornell University, Ithaca, NY. Theory Seminar. May 04, 2015.
    • MIT, Boston, MA. Algorithms and Complexity Seminar. April 09, 2015.
    • Microsoft Research, Redmond, WA. March 12, 2015.
    • Google Research, NYC. Google Tech Talk. February 17, 2015.
    • Rutgers University, New Brunswick, NJ. Theory Seminar. January 28, 2015.
    • Carnegie Mellon University, Pittsburgh, PA. Theory Lunch. January 21, 2015.
    • Pennsylvania State University, State College, PA. Departmental colloquium. January 20, 2015.
  • Lower Bounds for Testing Properties of Functions over Hypergrids [Slides: (pptx), (pdf)]
    • 29th IEEE Conference on Computational Complexity (CCC 2014), Vancouver, BC. June 13, 2014.
  • Beyond Set Disjointness: the Communication Complexity of Finding the Intersection [Slides: (pptx), (pdf)]
    • 33rd Annual ACM SIGACT-SIGOPS Symposium on Principles of Distributed Computing (PODC 2014), Paris, France.
    • MIT, Boston, MA. Theory of Distributed Systems Seminar. May 16, 2014.
  • “The Big Data Theory” and Randomized Algorithms
    • Georgia Tech, Atlanta, GA. March 05, 2014.
  • Approximating Graph Problems: The Old and The New
    • Yahoo! Research, NYC. February 25, 2014.
    • MIT, Boston, MA. Algorithms and Complexity Seminar. February 19, 2014.
    • Toyota Technological Institute, Chicago, IL. February 17, 2014.
    • Brown University, Providence, RI. ICERM Theory Seminar. January 31, 2014.
  • Lp-Testing [Slides: (pptm), (pdf))]
    • Johns Hopkins University, Sublinear Algorithms Workshop. January 08, 2016.
    • Columbia University, Theory seminar. October 24, 2014.
    • 46th ACM Symposium on Theory of Computing (STOC 2014). June 01, 2014.
    • Microsoft Research, Redmond, Theory lunch. January 08, 2014.
    • Harvard University, Theory seminar. November 12, 2013.
    • Brown University, Providence, RI. Theory seminar. November 1, 2013.
    • IBM Almaden Research Center, San Jose, CA. Theory seminar. October 25, 2013.
  • Property Testing and Communication Complexity [Slides: (pptx), (pdf)]
    • MIT, Boston, MA. Algorithms and Complexity Seminar. September 11, 2013.
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    • Cornell University, CDI project meeting. May 07, 2013. [Slides: (老王加速器最新版下载), (pdf)]
    • 29th IEEE Inernational Conference on Data Engineering (ICDE 2013). April 10, 2013. [Slides: (pdf)]
  • Beating the Direct Sum Theorem in Communication Compelxity
    • Aarhus University, Denmark. Theory seminar. May 22, 2013.
    • MIT, Boston, MA. Algorithms and Complexity seminar. December 13, 2012.
    • Princeton University, Princeton, NJ. Theory lunch. November 16, 2012.
  • Overlapping Clustering with Qualitative Information
    • 53rd IEEE Symposium on Foundations of Computer Science (FOCS 2012). Poster session. October 22, 2012.
  • Parallel Algorithms for Geometric Problems [Slides: (pptx), (pdf)]
    • 22nd International Symposium on Mathematical Programming (ISMP 2015). July 15, 2015.
    • Johns Hopkins University, Baltimore, MD. Algoritms and Complexity Seminar. November 19, 2014.
    • University of Maryland, College Park, MD. Capital Area Theory Seminar. October 30, 2014.
    • University of Pennsylvania, Philadelphia, PA. Theory Seminar. August 29, 2014.
    • University of Massachusetts, Amherst, MA. Theory Seminar. May 19, 2014.
    • Google Research, NYC. Google Tech Talk. April 04, 2014.
    • Sandia Labs, Livermore, CA. March 27, 2014.
    • Stanford University, Stanford, CA. March 25, 2014.
    • Microsoft Research, SVC, Mountain View, CA. Lab meeting. October 17, 2012.
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    • Microsoft Research, Redmond. Theory seminar. June 11, 2013.
    • University of Melbourne, Australia. Theory seminar. April 19, 2013.
    • UCLA, Los Angeles, CA. Theory seminar. February 04, 2013.
    • 24th ACM-SIAM Symposium on Discrete Algorithms (SODA 2013). January 08, 2013.
    • Weizmann Institute of Science, Rehovot, Israel. December 30, 2012.
    • Harvard University, Boston, MA. Theory of Computing seminar. December 10, 2012.
    • Carnegie Mellon University, Pittsburgh, PA. Theory Lunch. December 05, 2012.
    • Carnegie Mellon University, Pittsburgh, PA. Tepper School of Business, Operations Research Seminar. December 07, 2012.
    • New York Computer Science and Economics Day 2012, Poster session. December 3, 2012.
    • IBM T.J. Watson Research Cetner, Yorktown Heights, NY. IP for Lunch. November 14, 2012.
    • Columbia University, NYC. Theory seminar. October 26, 2012.
    • 53rd IEEE Symposium on Foundations of Computer Science (FOCS 2012). Poster session. October 22, 2012.
    • Microsoft Research, Silicon Valley. Theory seminar. October 10, 2012.
    • EPFL, Lausanne, Switzerland. Algorithmic Frontiers Workshop, poster session. June 2012.
    • IBM Almaden Research Center, San Jose, CA. Theory seminar. May 2012.
    • 44th ACM Symposium on the Theory of Computing (STOC 2012). Poster session. May 2012.
  • Primal-dual Algorithms for Node-Weighted Network Design in Planar Graphs [Slides: (pptx), (pdf)]
    • 15th International Workshop on Approximation Algorithms for Combinatorial Optimization Problems (APPROX 2012). August 2012.
  • Advances in Directed Spanners [Slides: (pdf)].
    • University of Sydney, Australia. Theory seminar. April 9, 2013.
    • Carnegie Mellon University, Theory Lunch, November 2011.
    • University of Maryland, Capital Area Theory Seminar, November 2011.
  • Private Analysis of Graph Structure [Slides: (pptx), (pdf)]
    • EPFL, Lausanne, Switzerland. Algorithmic Frontiers Workshop, poster session. June 2012. [Poster: (pdf)]
    • AT&T Labs --- Research, Florham Park, NJ. August 2011.
    • 37th International Conference on Very Large Data Bases (VLDB 2011), Research track. August 2011.
  • Improved Approximation for the Directed Spanner Problem [Slides: (pptx), (pdf)]
    • 38th International Colloquium on Automata, Languages and Programming (ICALP 2011), Track A. July 2011. [Slides: (pptx)]
    • AT&T Labs --- Research, Florham Park, NJ. Mathematics Research Colloquium and Informal Seminar. June 2011.
    • 43rd ACM Symposium on the Theory of Computing (STOC 2011). Poster session. June 2011. [Poster: (pdf)]
    • Moscow State University. Combinatorial optimization seminar. May 2011.
    • IBM T.J. Watson Research Center, Yorktown Heights, NY. IP for lunch. April 2011.
    • St. Petersburg Institute of Fine Mechanics and Optics. Theory seminar. December 2010.
  • Steiner Transitive-Closure Spanners of Low-Dimensional Posets [Slides: (ppsx), (pdf)]
    • 38th International Colloquium on Automata, Languages and Programming (ICALP 2011),Track A. July 2011.
  • Linear Bounds on Circuit Complexity and Feebly One-Way Permutations [Slides: (pdf)]
    • Pennsylvania State University. Theory seminar. April 2010.

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  • As a member of SIAM I support and follow its statement on inclusiveness: “As a professional society, SIAM is committed to providing an inclusive climate that encourages the open expression and exchange of ideas, that is free from all forms of discrimination, harassment, and retaliation, and that is welcoming and comfortable to all members and to those who participate in its activities. In pursuit of that commitment, SIAM is dedicated to the philosophy of equality of opportunity and treatment for all participants regardless of gender, gender identity or expression, sexual orientation, race, color, national or ethnic origin, religion or religious belief, age, marital status, disabilities, veteran status, field of expertise, or any other reason not related to scientific merit. This philosophy extends from SIAM conferences, to its publications, and to its governing structures and bodies. We expect all members of SIAM and participants in SIAM activities to work toward this commitment.”
  • I strongly support cultural diversity and my co-authors are from 18 countries: Belarus, Brazil, Bulgaria, Canada, China, Greece, India, Iran, Israel, Italy, Moldova, Poland, Romania, Russia, Serbia, South Korea, United Kingdom and United States.