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Xiaohan Wei
Titel
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Zitiert von
Jahr
Online convex optimization with stochastic constraints
H Yu, M Neely, X Wei
Advances in Neural Information Processing Systems 30, 2017
2152017
DOA Estimation Based on Sparse Signal Recovery Utilizing Weighted-Norm Penalty
X Xu, X Wei, Z Ye
IEEE signal processing letters 19 (3), 155-158, 2012
1612012
Provably efficient safe exploration via primal-dual policy optimization
D Ding, X Wei, Z Yang, Z Wang, M Jovanovic
International Conference on Artificial Intelligence and Statistics, 3304-3312, 2021
1492021
DOA estimation using a greedy block coordinate descent algorithm
X Wei, Y Yuan, Q Ling
IEEE Transactions on Signal Processing 60 (12), 6382-6394, 2012
592012
Online primal-dual mirror descent under stochastic constraints
X Wei, H Yu, MJ Neely
Proceedings of the ACM on Measurement and Analysis of Computing Systems 4 (2 …, 2020
572020
Upper confidence primal-dual reinforcement learning for CMDP with adversarial loss
S Qiu, X Wei, Z Yang, J Ye, Z Wang
Advances in Neural Information Processing Systems 33, 15277-15287, 2020
56*2020
Training recommender systems at scale: Communication-efficient model and data parallelism
V Gupta, D Choudhary, P Tang, X Wei, X Wang, Y Huang, A Kejariwal, ...
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
45*2021
Structured signal recovery from non-linear and heavy-tailed measurements
L Goldstein, S Minsker, X Wei
IEEE Transactions on Information Theory 64 (8), 5513-5530, 2018
452018
Estimation of the covariance structure of heavy-tailed distributions
X Wei, S Minsker
Advances in neural information processing systems 30, 2017
382017
Single-timescale stochastic nonconvex-concave optimization for smooth nonlinear td learning
S Qiu, Z Yang, X Wei, J Ye, Z Wang
arXiv preprint arXiv:2008.10103, 2020
352020
Robust one-bit recovery via ReLU generative networks: Improved statistical rate and global landscape analysis
S Qiu, X Wei, Z Yang
NeurIPS 2019 Workshop on Solving Inverse Problems with Deep Networks, 2019
31*2019
Robust modifications of U-statistics and applications to covariance estimation problems
S Minsker, X Wei
302020
On the statistical rate of nonlinear recovery in generative models with heavy-tailed data
X Wei, Z Yang, Z Wang
International Conference on Machine Learning, 6697-6706, 2019
242019
Online learning in weakly coupled markov decision processes: A convergence time study
X Wei, H Yu, MJ Neely
Proceedings of the ACM on Measurement and Analysis of Computing Systems 2 (1 …, 2018
202018
Solving Non-smooth Constrained Programs with Lower Complexity than : A Primal-Dual Homotopy Smoothing Approach
X Wei, H Yu, Q Ling, M Neely
Advances in neural information processing systems 31, 2018
172018
Fast multi-agent temporal-difference learning via homotopy stochastic primal-dual optimization
D Ding, X Wei, Z Yang, Z Wang, M R Jovanovic
arXiv preprint arXiv:1908.02805, 2019
152019
Provably efficient fictitious play policy optimization for zero-sum Markov games with structured transitions
S Qiu, X Wei, J Ye, Z Wang, Z Yang
International Conference on Machine Learning, 8715-8725, 2021
132021
Power-aware wireless file downloading: A Lyapunov indexing approach to a constrained restless bandit problem
X Wei, MJ Neely
IEEE/ACM Transactions on Networking 24 (4), 2264-2277, 2015
13*2015
Data center server provision: Distributed asynchronous control for coupled renewal systems
X Wei, MJ Neely
IEEE/ACM Transactions on Networking 25 (4), 2180-2194, 2017
122017
DHEN: A deep and hierarchical ensemble network for large-scale click-through rate prediction
B Zhang, L Luo, X Liu, J Li, Z Chen, W Zhang, X Wei, Y Hao, M Tsang, ...
arXiv preprint arXiv:2203.11014, 2022
112022
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