papers
Publications (18)
cs.LG2019
Data Poisoning Attacks on Stochastic Bandits
Fang Liu, Ness Shroff
cs.LG2018
UCBoost: A Boosting Approach to Tame Complexity and Optimality for Stochastic Bandits
Fang Liu, Sinong Wang, Swapna Buccapatnam +1
cs.DC2018
Flexible Load Balancing with Multi-dimensional State-space Collapse: Throughput and Heavy-traffic Delay Optimality
Xingyu Zhou, Jian Tan, Ness Shroff
cs.PF2014
Heavy Traffic Limits for GI/H/n Queues: Theory and Application
Yousi Zheng, Ness Shroff, Prasun Sinha
cs.GT2017
Security Game with Non-additive Utilities and Multiple Attacker Resources
Sinong Wang, Ness Shroff
cs.NI2012
Maximizing Social Welfare in Operator-based Cognitive Radio Networks under Spectrum Uncertainty and Sensing Inaccuracy
Shuang Li, Zizhan Zheng, Eylem Ekici +1
stat.ML2018
Analysis of Thompson Sampling for Graphical Bandits Without the Graphs
Fang Liu, Zizhan Zheng, Ness Shroff
cs.PF2018
Heavy-traffic Delay Optimality in Pull-based Load Balancing Systems: Necessary and Sufficient Conditions
Xingyu Zhou, Jian Tan, Ness Shroff
cs.PF2017
On Resource Pooling and Separation for LRU Caching
Jian Tan, Guocong Quan, Kaiyi Ji +1
cs.NI2011
Maximizing System Throughput by Cooperative Sensing in Cognitive Radio Networks
Shuang Li, Zizhan Zheng, Eylem Ekici +1
cs.LG2017
A Change-Detection based Framework for Piecewise-stationary Multi-Armed Bandit Problem
Fang Liu, Joohyun Lee, Ness Shroff
cs.NI2017
Towards Fast-Convergence, Low-Delay and Low-Complexity Network Optimization
Sinong Wang, Ness Shroff
cs.IT2018
Fundamental Limits of Coded Linear Transform
Sinong Wang, Jiashang Liu, Ness Shroff +1
cs.LG2017
Information Directed Sampling for Stochastic Bandits with Graph Feedback
Fang Liu, Swapna Buccapatnam, Ness Shroff
cs.DC2019
Fundamental Limits of Approximate Gradient Coding
Sinong Wang, Jiashang Liu, Ness Shroff
cs.DC2017
Designing Low-Complexity Heavy-Traffic Delay-Optimal Load Balancing Schemes: Theory to Algorithms
Xingyu Zhou, Fei Wu, Jian Tan +2
cs.NI2018
An Online Algorithm for Power-proportional Data Centers with Switching Cost
Ming Zhang, Zizhan Zheng, Ness Shroff
cs.GT2016
Non-additive Security Games
Sinong Wang, Fang Liu, Ness Shroff