Xiao Wang
Affiliations:- Singapore University of Technology and Design, Singapore
According to our database1,
Xiao Wang
authored at least 11 papers
between 2019 and 2023.
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Bibliography
2023
On the Last-iterate Convergence in Time-varying Zero-sum Games: Extra Gradient Succeeds where Optimism Fails.
CoRR, 2023
Semi Bandit dynamics in Congestion Games: Convergence to Nash Equilibrium and No-Regret Guarantees.
Proceedings of the International Conference on Machine Learning, 2023
2022
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
Proceedings of the International Conference on Machine Learning, 2022
2021
CoRR, 2021
Last iterate convergence in no-regret learning: constrained min-max optimization for convex-concave landscapes.
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
2020
Convergence to Second-Order Stationarity for Non-negative Matrix Factorization: Provably and Concurrently.
CoRR, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
2019
First-order methods almost always avoid saddle points: The case of vanishing step-sizes.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Multiplicative Weights Updates as a distributed constrained optimization algorithm: Convergence to second-order stationary points almost always.
Proceedings of the 36th International Conference on Machine Learning, 2019