On the fenchel duality between strong convexity and lipschitz continuous gradient X Zhou arXiv preprint arXiv:1803.06573, 2018 | 112 | 2018 |
Multi-armed bandits with local differential privacy W Ren, X Zhou, J Liu, NB Shroff arXiv preprint arXiv:2007.03121, 2020 | 46 | 2020 |
Designing low-complexity heavy-traffic delay-optimal load balancing schemes: Theory to algorithms X Zhou, F Wu, J Tan, Y Sun, N Shroff Proceedings of the ACM on Measurement and Analysis of Computing Systems 1 (2 …, 2017 | 46 | 2017 |
Optimal load balancing with locality constraints W Weng, X Zhou, R Srikant Proceedings of the ACM on Measurement and Analysis of Computing Systems 4 (3 …, 2020 | 42* | 2020 |
Antenna selection in energy efficient MIMO systems: A survey X Zhou, B Bai, W Chen China Communications 12 (9), 162-173, 2015 | 28 | 2015 |
Asymptotically optimal load balancing in large-scale heterogeneous systems with multiple dispatchers X Zhou, N Shroff, A Wierman ACM SIGMETRICS Performance Evaluation Review 48 (3), 57-58, 2021 | 27 | 2021 |
Local differential privacy for bayesian optimization X Zhou, J Tan Proceedings of the AAAI Conference on Artificial Intelligence 35 (12), 11152 …, 2021 | 25 | 2021 |
Flexible load balancing with multi-dimensional state-space collapse: Throughput and heavy-traffic delay optimality X Zhou, J Tan, N Shroff ACM SIGMETRICS Performance Evaluation Review 46 (3), 10-11, 2019 | 25 | 2019 |
Iterative antenna selection for multi-stream MIMO under a holistic power model X Zhou, B Bai, W Chen IEEE Wireless Communications Letters 3 (1), 82-85, 2013 | 25 | 2013 |
Heavy-traffic delay optimality in pull-based load balancing systems: Necessary and sufficient conditions X Zhou, J Tan, N Shroff Proceedings of the ACM on Measurement and Analysis of Computing Systems 2 (3 …, 2018 | 22 | 2018 |
Provably efficient model-free constrained rl with linear function approximation A Ghosh, X Zhou, N Shroff Advances in Neural Information Processing Systems 35, 13303-13315, 2022 | 21 | 2022 |
On kernelized multi-armed bandits with constraints X Zhou, B Ji Advances in neural information processing systems 35, 14-26, 2022 | 20 | 2022 |
Differentially private reinforcement learning with linear function approximation X Zhou Proceedings of the ACM on Measurement and Analysis of Computing Systems 6 (1 …, 2022 | 20 | 2022 |
Shuffle private linear contextual bandits SR Chowdhury, X Zhou International Conference in Machine Learning, 2022., 2022 | 18 | 2022 |
Weighted gaussian process bandits for non-stationary environments Y Deng, X Zhou, B Kim, A Tewari, A Gupta, N Shroff International Conference on Artificial Intelligence and Statistics, 6909-6932, 2022 | 17 | 2022 |
A low complexity energy efficiency maximization method for multiuser amplify-and-forward MIMO relay systems with a holistic power model X Zhou, B Bai, W Chen IEEE communications letters 18 (8), 1371-1374, 2014 | 17 | 2014 |
An iterative algorithm for joint antenna selection and power adaptation in energy efficient MIMO X Zhou, B Bai, W Chen 2014 IEEE International Conference on Communications (ICC), 3812-3816, 2014 | 16 | 2014 |
Degree of queue imbalance: Overcoming the limitation of heavy-traffic delay optimality in load balancing systems X Zhou, F Wu, J Tan, K Srinivasan, N Shroff Proceedings of the ACM on Measurement and Analysis of Computing Systems 2 (1 …, 2018 | 15 | 2018 |
Differentially private regret minimization in episodic markov decision processes SR Chowdhury, X Zhou Proceedings of the AAAI Conference on Artificial Intelligence 36 (6), 6375-6383, 2022 | 14 | 2022 |
No-regret algorithms for time-varying bayesian optimization X Zhou, N Shroff 2021 55th Annual Conference on Information Sciences and Systems (CISS), 1-6, 2021 | 14 | 2021 |