Review for NeurIPS paper: Improved Algorithms for Convex-Concave Minimax Optimization
–Neural Information Processing Systems
Relation to Prior Work: In addition to the papers mentioned above, the relation to the literature of monotone VI should be discussed in details. The convex-concave min-max falls into the category of monotone VIs and there are many works in the literature addressing that. For example, the following papers should be discussed: Ronald E Bruck Jr. Dual extrapolation and its applications to solving variational inequalities and related problems. Solving variational inequalities with monotone operators on domains given by linear minimization oracles.
Neural Information Processing Systems
Jan-23-2025, 06:44:38 GMT
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