conftrace_

smooth game

5 papers

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Co-occurring keywords

convergence analysis (395) convergence rate (607) lookahead optimizer (5) gan training (21) gradient method (29) integral quadratic constraint (3) bilinear game (9) chebyshev polynomial (6) negative momentum (2) game dynamics (7)

Papers

On Convergence of Lookahead in Smooth Games AISTATS 2022
A Unified Analysis of First-Order Methods for Smooth Games via Integral Quadratic Constraints JMLR 2021
Stochastic Gradient Descent-Ascent and Consensus Optimization for Smooth Games: Convergence Analysis under Expected Co-coercivity NIPS 2021
On the Suboptimality of Negative Momentum for Minimax Optimization AISTATS 2021
Stochastic Hamiltonian Gradient Methods for Smooth Games ICML 2020