conftrace_

convex-concave optimization

11 papers

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Co-occurring keywords

minimax optimization (186) gradient complexity (26) min-max optimization (80) first-order method (89) convex optimization (1321) robust optimization (307) zeroth-order method (3) stochastic variance (6) minimax problem (12) performative reinforcement learning (2)

Papers

On Corruption-Robustness in Performative Reinforcement Learning AAAI 2025
Mirror Descent Algorithms with Nearly Dimension-Independent Rates for Differentially-Private Stochastic Saddle-Point Problems extended abstract COLT 2024
Zeroth-Order Methods for Convex-Concave Min-max Problems: Applications to Decision-Dependent Risk Minimization AISTATS 2022
Sharper Rates for Separable Minimax and Finite Sum Optimization via Primal-Dual Extragradient Methods COLT 2022
Stability and Generalization of Stochastic Gradient Methods for Minimax Problems ICML 2021
Convex-Concave Min-Max Stackelberg Games NIPS 2021
Lower Complexity Bounds for Finite-Sum Convex-Concave Minimax Optimization Problems ICML 2020
GradientDICE: Rethinking Generalized Offline Estimation of Stationary Values ICML 2020
Last Iterate is Slower than Averaged Iterate in Smooth Convex-Concave Saddle Point Problems COLT 2020
Improved Algorithms for Convex-Concave Minimax Optimization NIPS 2020
Partial Label Learning with Self-Guided Retraining AAAI 2019