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Zebang Shen 沈泽邦
Zebang Shen 沈泽邦
Verified email at seas.upenn.edu
Title
Cited by
Cited by
Year
Towards More Efficient Stochastic Decentralized Learning: Faster Convergence and Sparse Communication
Z Shen, A Mokhtari, T Zhou, P Zhao, H Qian
Proceedings of the 35th International Conference on Machine Learning 80 …, 2018
522018
Hessian aided policy gradient
Z Shen, H Hassani, C Mi, H Qian, A Ribeiro
International conference on machine learning, 5729-5738, 2019
482019
One sample stochastic frank-wolfe
M Zhang, Z Shen, A Mokhtari, H Hassani, A Karbasi
International Conference on Artificial Intelligence and Statistics, 4012-4023, 2020
402020
Complexities in projection-free stochastic non-convex minimization
Z Shen, C Fang, P Zhao, J Huang, H Qian
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
262019
Stochastic conditional gradient++:(non) convex minimization and continuous submodular maximization
H Hassani, A Karbasi, A Mokhtari, Z Shen
SIAM Journal on Optimization 30 (4), 3315-3344, 2020
25*2020
Efficient projection-free online methods with stochastic recursive gradient
J Xie, Z Shen, C Zhang, B Wang, H Qian
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 6446-6453, 2020
24*2020
A decentralized proximal point-type method for saddle point problems
W Liu, A Mokhtari, A Ozdaglar, S Pattathil, Z Shen, N Zheng
arXiv preprint arXiv:1910.14380, 2019
212019
Adaptive Variance Reducing for Stochastic Gradient Descent.
Z Shen, H Qian, T Zhou, T Mu
Proceedings of the 25th International Joint Conference on Artificial …, 2016
182016
Jump: A joint predictor for user click and dwell time
T Zhou, H Qian, Z Shen, C Zhang, C Wang, S Liu, W Ou
Proceedings of the 27th International Joint Conference on Artificial …, 2018
162018
Tensor completion with side information: A riemannian manifold approach.
T Zhou, H Qian, Z Shen, C Zhang, C Xu
Proceedings of the Twenty-Sixth International Joint Conference on Artificial …, 2017
15*2017
Multitask metric learning: Theory and algorithm
B Wang, H Zhang, P Liu, Z Shen, J Pineau
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
142019
Stochastic continuous greedy++: When upper and lower bounds match
A Karbasi, H Hassani, A Mokhtari, Z Shen
Advances in Neural Information Processing Systems 32 (NeurIPS 2019), 2019
102019
Decentralized gradient tracking for continuous dr-submodular maximization
J Xie, C Zhang, Z Shen, C Mi, H Qian
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
92019
Accelerated Doubly Stochastic Gradient Algorithm for Large-scale Empirical Risk Minimization.
Z Shen, H Qian, T Mu, C Zhang
Proceedings of the Twenty-Sixth International Joint Conference on Artificial …, 2017
9*2017
Sinkhorn barycenter via functional gradient descent
Z Shen, Z Wang, A Ribeiro, H Hassani
Thirty-fifth Conference on Neural Information Processing Systems, 2020
72020
Sinkhorn natural gradient for generative models
Z Shen, Z Wang, A Ribeiro, H Hassani
Advances in Neural Information Processing Systems 33, 1646-1656, 2020
62020
A stochastic trust region method for non-convex minimization
Z Shen, P Zhou, C Fang, A Ribeiro
arXiv preprint arXiv:1903.01540, 2019
62019
A federated learning framework for nonconvex-pl minimax problems
J Xie, C Zhang, Y Zhang, Z Shen, H Qian
arXiv preprint arXiv:2105.14216, 2021
32021
Towards memory-friendly deterministic incremental gradient method
J Xie, H Qian, Z Shen, C Zhang
International Conference on Artificial Intelligence and Statistics, 1147-1156, 2018
32018
Simple atom selection strategy for greedy matrix completion
Z Shen, H Qian, T Zhou, S Wang
Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
32015
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Articles 1–20