illustration of intersecting lines with various shapes at the connecting points signifying algorithms on a green gradient background

Algorithms

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Publication

Stochastic Stein Discrepancies

Jackson Gorham, Anant Raj, Lester Mackey

NeurIPS | December 2020

Publication

Efficient Algorithms for Device Placement of DNN Graph Operators

Jakub Tarnawski, Amar Phanishayee, Nikhil R. Devanur, Divya Mahajan, Fanny Nina Paravecino

NeurIPS 2020 | December 2020

Project Project

Publication

Fairness in Streaming Submodular Maximization: Algorithms and Hardness

Marwa El Halabi, Slobodan Mitrović, Ashkan Norouzi-Fard, Jakab Tardos, Jakub Tarnawski

NeurIPS 2020 | December 2020

Tool

Domain Adaptation with Conditional Distribution Matching and Generalized Label Shift (code)

Unsupervised Domain Adaptation algorithms robust to mismatched label distributions

Publication

Lazy-CFR: fast and near-optimal regret minimization for extensive games with imperfect information

Yichi Zhou, Tongzheng Ren, Dong Yan, Jialian Li, Jun Zhu

International Conference on Learning Representations (ICLR) | December 2020

Publication

Identifying the Causal Effects of Cross-World Policies

Noah Weber, Levi Boyles, Shuayb Zarar

Neural Information Processing Systems (NeurIPS) | December 2020

Wkshp. on Causal Discovery and Causality-Inspired Machine Learning

Publication

On the Equivalence between Online and Private Learnability beyond Binary Classification

Neural Information Processing Systems | December 2020

Publication

Online Influence Maximization under Linear Threshold Model

Shuai Li, Fang Kong, Kejie Tang, Qizhi Li, Wei Chen

Proceedings of the 33rd Conference on Neural Information Processing Systems (NeurIPS) | December 2020

Some typos in the original NeurIPS'2020 paper have been fixed.

Event

Microsoft at FOCS 2020

November 16, 2020 – November 19, 2020 | Virtual

Microsoft is proud to be a sponsor of the 61st Annual IEEE Symposium on Foundations of Computer Science.

Publication

Towards intelligent incident management: why we need it and how we make it

Zhuangbin Chen, Yu Kang, Liqun Li, Xu Zhang, Hongyu Zhang, Hui Xu, Yangfan Zhou, Li Yang, Jeffrey Sun, Zhangwei Xu, Yingnong Dang, Feng Gao, Pu Zhao, Bo Qiao, Qingwei Lin 林庆维, Dongmei Zhang, Michael R. Lyu

2020 Foundations of Software Engineering | November 2020