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Published Date

Tool

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

Unsupervised Domain Adaptation algorithms robust to mismatched label distributions

GitHub Publication

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

Publication

Identifying linked incidents in large-scale online service systems

Yujun Chen, Xian Yang, Hang Dong, Xiaoting He, Hongyu Zhang, Qingwei Lin 林庆维, Junjie Chen, Pu Zhao, Yu Kang, Feng Gao, Zhangwei Xu, Dongmei Zhang

2020 Foundations of Software Engineering | November 2020

Publication

Efficient incident identification from multi-dimensional issue reports via meta-heuristic search

Jiazhen Gu, Chuan Luo, Si Qin, Bo Qiao, Qingwei Lin 林庆维, Hongyu Zhang, Ze Li, Yingnong Dang, Shaowei Cai, Wei Wu, Yangfan Zhou, Murali Chintalapati, Dongmei Zhang

ESEC/FSE’20 | November 2020

Project

Publication

How to mitigate the incident? an effective troubleshooting guide recommendation technique for online service systems.

Jiajun Jiang, Weihai Lu, Junjie Chen, Qingwei Lin 林庆维, Pu Zhao, Yu Kang, Hongyu Zhang, Yingfei Xiong, Feng Gao, Zhangwei Xu, Yingnong Dang, Dongmei Zhang

2020 Foundations of Software Engineering | November 2020