Conference Stochastic Makespan Minimization in Structured Set Systems (Extended Abstract) 2020 • Lecture Notes in Computer Science • 12125:158-170 Gupta A, Kumar A, Nagarajan V, Shen X
Conference Explicit near-Ramanujan graphs of every degree 2020 • Annual ACM Symposium on Theory of Computing • 510-523 Mohanty S, O'Donnell R, Paredes P
Preprint Approximation Algorithms for Sparse Principal Component Analysis 2020 Chowdhury A, Drineas P, Woodruff DP, Zhou S
Preprint Design Choices for Central Bank Digital Currency: Policy and Technical Considerations 2020 Allen S, Capkun S, Eyal I, Fanti G, Ford B, Grimmelmann J, Juels A, Kostiainen K, Meiklejohn S, Miller A, Prasad ES, Wüst K, Zhang F
Conference Using Productive Collaboration Bursts to Analyze Open Source Collaboration Effectiveness 2020 • PROCEEDINGS OF THE 2020 IEEE 27TH INTERNATIONAL CONFERENCE ON SOFTWARE ANALYSIS, EVOLUTION, AND REENGINEERING (SANER '20) • 400-410 Choudhary S, Bogart C, Rose C, Herbsleb J
Conference EC 2020 Foreword 2020 • EC 2020 Proceedings of the 21st ACM Conference on Economics and Computation • iii-v Ostrovsky M, Procaccia A, Biro P, Jason H
Preprint Learnable and Instance-Robust Predictions for Online Matching, Flows and Load Balancing 2020 Lavastida T, Moseley B, Ravi R, Xu C
Conference Privacy-sensitive VM retrospection 2020 • 3rd USENIX Workshop on Hot Topics in Cloud Computing, HotCloud 2011 Richter W, Ammons G, Harkes J, Goode A, Bila N, de Lara E, Bala V, Satyanarayanan M
Conference TEA: Enabling State-Intensive Network Functions on Programmable Switches 2020 • SIGCOMM '20: PROCEEDINGS OF THE 2020 ANNUAL CONFERENCE OF THE ACM SPECIAL INTEREST GROUP ON DATA COMMUNICATION ON THE APPLICATIONS, TECHNOLOGIES, ARCHITECTURES, AND PROTOCOLS FOR COMPUTER COMMUNICATION • 90-106 Kim D, Liu Z, Zhu Y, Kim C, Lee J, Sekar V, Seshan S
Preprint Optimal $\ell_1$ Column Subset Selection and a Fast PTAS for Low Rank Approximation 2020 Mahankali AV, Woodruff DP
Journal Article Geometry-Aware Gradient Algorithms for Neural Architecture Search 2020 Li L, Khodak M, Balcan M-F, Talwalkar A
Journal Article Coding Against Deletions in Oblivious and Online Models 2020 • IEEE Transactions on Information Theory • 66(4):2352-2374 Guruswami V, Li R
Conference Cloud Computing Curriculum: Developing Exemplar Modules for General Course Inclusion 2020 • Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE • 151-172 Adams J, Hainey B, White L, Foster D, Hall N, Hills M, Hooshangi S, Kuber K, Nazir S, Sakr M, Stott L, Taglienti C
Conference Automated Management of Collections of Autonomic Systems 2020 • 2020 IEEE INTERNATIONAL CONFERENCE ON AUTONOMIC COMPUTING AND SELF-ORGANIZING SYSTEMS (ACSOS 2020) • 82-91 Glazier TJ, Garlan D, Schmerl B
Journal Article Certified robustness to label-flipping attacks via randomized smoothing 2020 • 37th International Conference on Machine Learning, ICML 2020 • PartF168147-11:8200-8211 Rosenfeld E, Winston E, Ravikumar P, Kolter JZ
Conference Beyond homophily in graph neural networks: Current limitations and effective designs 2020 • Advances in Neural Information Processing Systems • 2020-December: Zhu J, Yan Y, Zhao L, Heimann M, Akoglu L, Koutra D
Conference Playing games in the dark: An approach for cross-modality transfer in reinforcement learning 2020 • Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS • 2020-May:1260-1268 Silva R, Vasco M, Melo FS, Paiva A, Veloso M
Conference A Framework for Adversarially Robust Streaming Algorithms 2020 63-80 Ben-Eliezer O, Jayaram R, Woodruff DP, Yogev E
Conference Input-Sparsity Low Rank Approximation in Schatten Norm 2020 • INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 119 • 119: Li Y, Woodruff DP
Conference Robust and Sample Optimal Algorithms for PSD Low Rank Approximation 2020 • Annual Symposium on Foundations of Computer Science • 00:506-516 Bakshi A, Chepurko N, Woodruff DP
Conference Graph spanners in the message-passing model 2020 • Leibniz International Proceedings in Informatics • 151: Manuel Fernández V, Woodruff DP, Yasuda T
Conference Sparse PCA: Algorithms, Adversarial Perturbations and Certificates 2020 • Annual Symposium on Foundations of Computer Science • 553-564 D'Orsi T, Kothari PK, Novikov G, Steurer D
Preprint Optimal Resource Allocation for Elastic and Inelastic Jobs 2020 Berg B, Harchol-Balter M, Moseley B, Wang W, Whitehouse J
Preprint DiffusionNet: Discretization Agnostic Learning on Surfaces 2020 Sharp N, Attaiki S, Crane K, Ovsjanikov M
Preprint Fast Geometric Projections for Local Robustness Certification 2020 Fromherz A, Leino K, Fredrikson M, Parno B, Păsăreanu C
Conference Degree Distribution for Duplication-Divergence Graphs: Large Deviations 2020 • Lecture Notes in Computer Science • 12301:226-237 Frieze A, Turowski K, Szpankowski W
Preprint Polynomial-Time Computation of Optimal Correlated Equilibria in Two-Player Extensive-Form Games with Public Chance Moves and Beyond 2020 Farina G, Sandholm T
Journal Article Neutralizing self-selection bias in sampling for sortition 2020 • Advances in Neural Information Processing Systems • 2020-December: Flanigan B, Gölz P, Gupta A, Procaccia AD
Preprint Beyond Homophily in Graph Neural Networks: Current Limitations and Effective Designs 2020 Zhu J, Yan Y, Zhao L, Heimann M, Akoglu L, Koutra D
Preprint How to reduce dimension with PCA and random projections? 2020 Yang F, Liu S, Dobriban E, Woodruff DP
Preprint Design Choices for Central Bank Digital Currency: Policy and Technical Considerations 2020 Allen S, Čapkun S, Eyal I, Fanti G, Ford B, Grimmelmann J, Juels A, Kostiainen K, Meiklejohn S, Miller A, Prasad ES, Wüst K, Zhang F
Conference Privacy-sensitive VM retrospection 2020 • 3rd USENIX Workshop on Hot Topics in Cloud Computing, HotCloud 2011 Richter W, Ammons G, Harkes J, Goode A, Bila N, de Lara E, Bala V, Satyanarayanan M
Journal Article Intelligent Notification Systems 2020 • Synthesis Lectures on Mobile and Pervasive Computing • 11(1):1-75 Mehrotra A, Musolesi M, Satyanarayanan M
Conference Conformal geometry of simplicial surfaces 2020 • Proceedings of Symposia in Applied Mathematics • 76:59-101 Crane K
Conference Adapting TCP for Reconfigurable Datacenter Networks 2020 • PROCEEDINGS OF THE 17TH USENIX SYMPOSIUM ON NETWORKED SYSTEMS DESIGN AND IMPLEMENTATION • 651-666 Mukerjee MK, Canel C, Wang W, Kim D, Seshan S, Snoeren AC
Journal Article Lifelong learning in costly feature spaces 2020 • Theoretical Computer Science • 808:14-37 Balcan M-F, Blum A, Nagarajan V
Conference The Fast Loaded Dice Roller: A Near-Optimal Exact Sampler for Discrete Probability Distributions 2020 • INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 108 • 108:1036-1045 Saad FA, Freer CE, Rinard MC, Mansinghka VK
Journal Article Overfitting, robustness, and malicious algorithms: A study of potential causes of privacy risk in machine learning 2020 • Journal of Computer Security • 28(1):35-70 Yeom S, Giacomelli I, Menaged A, Fredrikson M, Jha S
Journal Article Bounds for list-decoding and list-recovery of random linear codes 2020 • Leibniz International Proceedings in Informatics • 176: Guruswami V, Li R, Mosheiff J, Resch N, Silas S, Wootters M
Conference KalKi: A Software-Defined IoT Security Platform 2020 • 2020 IEEE 6TH WORLD FORUM ON INTERNET OF THINGS (WF-IOT) Echeverria S, Lewis G, Mazzotta C, Grabowski C, O'Meara K, Vasudevan A, Novakouski M, McCormack M, Sekar V
Conference Hybrid Planning Using Learning and Model Checking for Autonomous Systems 2020 • 2020 IEEE INTERNATIONAL CONFERENCE ON AUTONOMIC COMPUTING AND SELF-ORGANIZING SYSTEMS (ACSOS 2020) • 55-64 Pandey A, Ruchkin I, Schmerl B, Garlan D
Journal Article Overfitting in adversarially robust deep learning 2020 • 37th International Conference on Machine Learning, ICML 2020 • PartF168147-11:8049-8074 Rice L, Wong E, Kolter JZ
Conference Privacy-preserving dark pools 2020 • Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS • 2020-May:1747-1749 Asharov G, Balch T, Polychroniadou A, Veloso M
Journal Article Configuration Lattices for Planar Contact Manipulation Under Uncertainty 2020 • Springer Proceedings in Advanced Robotics • 13:768-783 Koval M, Hsu D, Pollard N, Srinivasa SS
Journal Article Support US research during COVID-19 2020 • Science • 370(6516):539-540 Jahanian F, and others
Conference LSF-Join: Locality Sensitive Filtering for Distributed All-Pairs Set Similarity Under Skew 2020 2998-3004 Rashtchian C, Sharma A, Woodruff D
Conference Weighted maximum independent set of geometric objects in turnstile streams 2020 • Leibniz International Proceedings in Informatics • 176: Bakshi A, Chepurko N, Woodruff DP
