Kevin A. Lai

Orcid: 0000-0003-3128-8142

According to our database1, Kevin A. Lai authored at least 12 papers between 2015 and 2022.

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Bibliography

2022
Higher-Order Methods for Convex-Concave Min-Max Optimization and Monotone Variational Inequalities.
SIAM J. Optim., September, 2022

2021
Fast Convergence of Fictitious Play for Diagonal Payoff Matrices.
Proceedings of the 2021 ACM-SIAM Symposium on Discrete Algorithms, 2021

Last-Iterate Convergence Rates for Min-Max Optimization: Convergence of Hamiltonian Gradient Descent and Consensus Optimization.
Proceedings of the Algorithmic Learning Theory, 2021

2019
Fictitious Play: Convergence, Smoothness, and Optimism.
CoRR, 2019

Last-iterate convergence rates for min-max optimization.
CoRR, 2019

2018
Differential Privacy for Growing Databases.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

$\ell_1$ Regression using Lewis Weights Preconditioning and Stochastic Gradient Descent.
Proceedings of the Conference On Learning Theory, 2018

Faster Rates for Convex-Concave Games.
Proceedings of the Conference On Learning Theory, 2018

2017
$\ell_1$ Regression using Lewis Weights Preconditioning.
CoRR, 2017

2016
Amortized rotation cost in AVL trees.
Inf. Process. Lett., 2016

Agnostic Estimation of Mean and Covariance.
Proceedings of the IEEE 57th Annual Symposium on Foundations of Computer Science, 2016

2015
Label optimal regret bounds for online local learning.
Proceedings of The 28th Conference on Learning Theory, 2015


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