Year: 2020

Conference

WOR and p’s: Sketches for lp-sampling without replacement

2020 • Advances in Neural Information Processing Systems • 2020-December:
Cohen E, Pagh R, Woodruff DP

Conference

Distributed dynamic channel selection in chaotic wireless networks

2020 • Ew 2007 13th European Wireless Conference Enabling Technologies for Wireless Multimedia Communications
Ihmig M, Steenkiste P

Conference

Automatic Differentiation of Sketched Regression

2020 • Proceedings of Machine Learning Research • 108:4367-4376
Liao H, Pearlmutter BA, Potluru VK, Woodruff DP

Conference

Caching with Delayed Hits

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 • 495-513
Atre N, Sherry J, Wang W, Berger DS

Conference

More IOPS for less: Exploiting burstable storage in public clouds

2020 • Hotcloud 2020 12th Usenix Workshop on Hot Topics in Cloud Computing Co Located with Usenix Atc 2020
Park H, Ganger GR, Amvrosiadis G

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

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

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