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Published Date

Publication

Stochastic Lag Time Parameterization for Markov State Models of Protein Dynamics

Shiqi Gong, Xinheng He, Qi Meng, Zhiming Ma, Bin Shao, Tong Wang, Tie-Yan Liu

The Journal of Physical Chemistry B | November 2022

Cover Story

Publication

Tiered Reinforcement Learning: Pessimism in the Face of Uncertainty and Constant Regret

Jiawei Huang, Li Zhao, Tao Qin, Wei Chen, Nan Jiang, Tie-Yan Liu

Proceedings of the 36th Conference on Neural Information Processing Systems (NeurIPS) | November 2022

Publication

Batch-Size Independent Regret Bounds for Combinatorial Semi-Bandits with Probabilistically Triggered Arms or Independent Arms

Xutong Liu, Jinhang Zuo, Siwei Wang, Carlee Joe-Wong, John C.S. Lui, Wei Chen

Proceedings of the 36th Conference on Neural Information Processing Systems (NeurIPS) | November 2022

Publication

OOD-DiskANN: Efficient and Scalable Graph ANNS for Out-of-Distribution Queries

Harsha Simhadri

November 2022

Publication

Periodic motion-based visual stimulus

Andrew D. Wilson, Ivan Tashev, Hannes Gamper, Ed Cutrell, David Johnston, Dimitra Emmanouilidou

MSR-TR-2022-37 | November 2022

Published by Microsoft

US-20220365599-A1

Project

Publication

Counterfactual Generation Under Confounding

Abbavaram Gowtham Reddy, Saloni Dash, Amit Sharma, Vineeth N. Balasubramanian

NeurIPS 2022 Workshop on Causal Machine Learning for Real-World Impact (CML4Impact 2022) | November 2022

Publication

ViSNet: a scalable and accurate geometric deep learning potential for molecular dynamics simulation

Yusong Wang, Shaoning Li, Xinheng He, Mingyu Li, Zun Wang, Nanning Zheng, Bin Shao, Tong Wang, Tie-Yan Liu

October 2022

Publication

Information decay and enzymatic information recovery for DNA data storage

Linda C. Meiser, Andreas L. Gimpel, Tejas Deshpande, Gabriela Libort, Weida D. Chen, Reinhard Heckel, Bichlien Nguyen, Karin Strauss, Wendelin J. Stark, Robert N. Grass

Communications Biology | October 2022

Project

Event

Research Summit 2022

October 18, 2022 – October 20, 2022 | Virtual

Microsoft Research Summit 2022, held October 18-20, 2022, explores what’s next for technology and humanity.

Microsoft Research Summit 2022 background tile pattern

Publication

Online Algorithms for the Santa Claus Problem

MohammadTaghi Hajiaghayi, MohammadReza Khani, Debmalya Panigrahi, Max Springer

2022 Neural Information Processing Systems | October 2022