conftrace_

first-order method

89 papers

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Also known as

FOM

Co-occurring keywords

convex optimization (1321) convergence rate (607) gradient descent (1144) stochastic optimization (1060) accelerated gradient (62) bilevel optimization (194) constrained optimization (281) non-convex optimization (547) nonconvex optimization (316) first-order optimization (47)

Papers

An Adaptive Parameter-free and Projection-free Restarting Level Set Method for Constrained Convex Optimization Under the Error Bound Condition JMLR 2025
On the Optimality of Dilated Entropy and Lower Bounds for Online Learning in Extensive-Form Games NIPS 2024
Fast Minimization of Expected Logarithmic Loss via Stochastic Dual Averaging AISTATS 2024
Functionally Constrained Algorithm Solves Convex Simple Bilevel Problem NIPS 2024
Faster Accelerated First-order Methods for Convex Optimization with Strongly Convex Function Constraints NIPS 2024
Algorithms for mean-field variational inference via polyhedral optimization in the Wasserstein space COLT 2024
Optimal Algorithms for Online Convex Optimization with Adversarial Constraints NIPS 2024
Minimax Excess Risk of First-Order Methods for Statistical Learning with Data-Dependent Oracles AISTATS 2024
First-Order Methods for Linearly Constrained Bilevel Optimization NIPS 2024
Sketching for First Order Method: Efficient Algorithm for Low-Bandwidth Channel and Vulnerability ICML 2023
Bures-Wasserstein Barycenters and Low-Rank Matrix Recovery AISTATS 2023
Robust Satisficing MDPs ICML 2023
Oracle Complexity of Single-Loop Switching Subgradient Methods for Non-Smooth Weakly Convex Functional Constrained Optimization NIPS 2023
Solving Linear Programs with Fast Online Learning Algorithms ICML 2023
End-to-End Learning to Warm-Start for Real-Time Quadratic Optimization L4DC 2023
Acceleration of Frank-Wolfe Algorithms with Open-Loop Step-Sizes AISTATS 2023
Accelerated Infeasibility Detection of Constrained Optimization and Fixed-Point Iterations ICML 2023
Open Problem: Is There a First-Order Method that Only Converges to Local Minimax Optima? COLT 2023
Achieving Hierarchy-Free Approximation for Bilevel Programs with Equilibrium Constraints ICML 2023
SLM: A Smoothed First-Order Lagrangian Method for Structured Constrained Nonconvex Optimization NIPS 2023
A Fully First-Order Method for Stochastic Bilevel Optimization ICML 2023
Time-Reversed Dissipation Induces Duality Between Minimizing Gradient Norm and Function Value NIPS 2023
Accelerated Cyclic Coordinate Dual Averaging with Extrapolation for Composite Convex Optimization ICML 2023
Exploitability Minimization in Games and Beyond NIPS 2022
On Constraints in First-Order Optimization: A View from Non-Smooth Dynamical Systems JMLR 2022