conftrace_

first-order algorithm

15 papers

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Co-occurring keywords

convex optimization (1321) iteration complexity (70) variance reduction (523) first-order method (89) primal-dual method (58) bilevel optimization (194) mirror descent (148) primal-dual algorithm (72) trend filtering (8) global error bound (1)

Papers

Functionally Constrained Algorithm Solves Convex Simple Bilevel Problem NIPS 2024
A Primal-Dual-Assisted Penalty Approach to Bilevel Optimization with Coupled Constraints NIPS 2024
First-Order Algorithms for Nonlinear Generalized Nash Equilibrium Problems JMLR 2023
Linearization Algorithms for Fully Composite Optimization COLT 2023
Revisiting Area Convexity: Faster Box-Simplex Games and Spectrahedral Generalizations NIPS 2023
Iterative Approximate Cross-Validation ICML 2023
Improved Rate of First Order Algorithms for Entropic Optimal Transport AISTATS 2023
On Structured Filtering-Clustering: Global Error Bound and Optimal First-Order Algorithms AISTATS 2022
Lifted Primal-Dual Method for Bilinearly Coupled Smooth Minimax Optimization AISTATS 2022
Coordinate Linear Variance Reduction for Generalized Linear Programming NIPS 2022
An $\widetilde\mathcal{O}(m/\varepsilon^3.5)$-Cost Algorithm for Semidefinite Programs with Diagonal Constraints COLT 2020
A Generic First-Order Algorithmic Framework for Bi-Level Programming Beyond Lower-Level Singleton ICML 2020
Convex Optimization over Intersection of Simple Sets: improved Convergence Rate Guarantees via an Exact Penalty Approach AISTATS 2018
Efficient First-Order Algorithms for Adaptive Signal Denoising ICML 2018
Practical Large-Scale Optimization for Max-norm Regularization NIPS 2010