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Xiaohan Wei
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Online convex optimization with stochastic constraints
H Yu, M Neely, X Wei
Advances in Neural Information Processing Systems 30, 2017
2502017
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
1892021
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
1722012
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
73*2020
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
702020
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
602012
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
55*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
472018
Estimation of the covariance structure of heavy-tailed distributions
X Wei, S Minsker
Advances in neural information processing systems 30, 2017
462017
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
422020
Robust one-bit recovery via relu generative networks: Improved statistical rates and global landscape analysis
S Qiu, X Wei, Z Yang
arXiv preprint arXiv:1908.05368, 2019
35*2019
Robust modifications of U-statistics and applications to covariance estimation problems
S Minsker, X Wei
332020
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
302018
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
282019
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
272022
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
162019
AdaEmbed: Adaptive Embedding for Large-Scale Recommendation Models
F Lai, W Zhang, R Liu, W Tsai, X Wei, Y Hu, S Devkota, J Huang, J Park, ...
17th USENIX Symposium on Operating Systems Design and Implementation (OSDI'23), 2023
152023
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
152021
Non-Gaussian observations in nonlinear compressed sensing via Stein discrepancies
L Goldstein, X Wei
Information and Inference: A Journal of the IMA 8 (1), 125-159, 2019
142019
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