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Weighted Gaussian Process Bandits for Non-stationary Environments

Jul 06, 2021
Yuntian Deng, Xingyu Zhou, Baekjin Kim, Ambuj Tewari, Abhishek Gupta, Ness Shroff

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No-Regret Algorithms for Time-Varying Bayesian Optimization

Feb 11, 2021
Xingyu Zhou, Ness Shroff

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Cloud-Based Dynamic Programming for an Electric City Bus Energy Management Considering Real-Time Passenger Load Prediction

Oct 28, 2020
Junzhe Shi, Bin Xu, Xingyu Zhou, Jun Hou

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Local Differential Privacy for Bayesian Optimization

Oct 13, 2020
Xingyu Zhou, Jian Tan

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Multi-Armed Bandits with Local Differential Privacy

Jul 06, 2020
Wenbo Ren, Xingyu Zhou, Jia Liu, Ness B. Shroff

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