Shroff, Ness B.

8 publications

MLJ 2024 Multi-Armed Bandits with Dependent Arms Rahul Singh, Fang Liu, Yin Sun, Ness B. Shroff

AISTATS 2019 Exploring $k$ Out of Top $ρ$ Fraction of Arms in Stochastic Bandits Wenbo Ren, Jia Liu, Ness B. Shroff

AAAI 2018 A Change-Detection Based Framework for Piecewise-Stationary Multi-Armed Bandit Problem Fang Liu, Joohyun Lee, Ness B. Shroff

UAI 2018 Analysis of Thompson Sampling for Graphical Bandits Without the Graphs Fang Liu, Zizhan Zheng, Ness B. Shroff

AAAI 2018 Information Directed Sampling for Stochastic Bandits with Graph Feedback Fang Liu, Swapna Buccapatnam, Ness B. Shroff

IJCAI 2018 UCBoost: A Boosting Approach to Tame Complexity and Optimality for Stochastic Bandits Fang Liu, Sinong Wang, Swapna Buccapatnam, Ness B. Shroff

AAAI 2017 Non-Additive Security Games Sinong Wang, Fang Liu, Ness B. Shroff

AAAI 2017 When to Reset Your Keys: Optimal Timing of Security Updates via Learning Zizhan Zheng, Ness B. Shroff, Prasant Mohapatra