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Published Date

Publication

Combinatorial Pure Exploration with Full-Bandit or Partial Linear Feedback

Yihan Du, Yuko Kuroki, Wei Chen

Proceedings of the 35th AAAI Conference on Artificial Intelligence (AAAI) | February 2021

Publication

NTAM: Neighborhood-Temporal Attention Model for Disk Failure Prediction in Cloud Platforms

Chuan Luo, Pu Zhao, …, Qingwei Lin 林庆维, …

WWW (TheWebConf) 2021 | February 2021

Project Project Project

Publication

Fast and Memory Efficient Differentially Private-SGD via JL Projections

Zhiqi Bu, Sivakanth Gopi, Janardhan (Jana) Kulkarni, Yin Tat Lee, Judy Hanwen Shen, Uthaipon Tantipongpipat

NeurIPS 2021 | February 2021

Project

Publication

Frugal Optimization for Cost-related Hyperparameters

Qingyun Wu, Chi Wang, Silu Huang

The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21) | February 2021

Github Project

Publication

Scheduling with Communication Delays via LP Hierarchies and Clustering II: Weighted Completion Times on Related Machines

Sami Davies, Janardhan (Jana) Kulkarni, Thomas Rothvoss, Jakub Tarnawski, Yihao Zhang

SODA 2021 | January 2021

Event

Microsoft at SODA 2021

January 10, 2021 – January 13, 2021 | Virtual

Microsoft is proud to be a sponsor of the ACM-SIAM Symposium on Discrete Algorithms (SODA 21).

Publication

Modeling Dynamic User Preference via Dictionary Learning for Sequential Recommendation

Chao Chen, Dongsheng Li, Junchi Yan, Xiaokang Yang

IEEE Transactions on Knowledge and Data Engineering | January 2021, (01): pp. 1-1

Publication

Dynamic Resource Allocation in the Cloud with Near-Optimal Efficiency

Sebastian Perez-Salazar, Ishai Menache, Mohit Singh, Alejandro Toriello

Operations Research | January 2021

ICS Student Paper Award runner-up

Publication

AutoCCAG: An Automated Approach to Constrained Covering Array Generation

Chuan Luo, …, Qingwei Lin 林庆维, …

ICSE 2021 | January 2021

Project

Publication

Predictive and Adaptive Failure Mitigation to Avert Production Cloud VM Interruptions

Sebastien Levy, Randolph Yao, Youjiang Wu, Yingnong Dang, Peng Huang, Zheng Mu, Pu Zhao, Tarun Ramani, Naga Govindraju, Xukun Li, Qingwei Lin 林庆维, Gil Lapid Shafriri, Murali Chintalapati

OSDI’20 | December 2020

Project Project Project