conftrace_

operator splitting

16 papers

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Co-occurring keywords

convex optimization (1321) convergence rate (607) alternating direction method of multiplier (145) strongly convex (89) distributed optimization (275) decentralized optimization (113) variational inequality (48) one-shot pruning (6) conjugate gradient method (10) sparse language model (3)

Papers

S-D-RSM: Stochastic Distributed Regularized Splitting Method for Large-Scale Convex Optimization Problems AAAI 2026
VFOSA: Variance-Reduced Fast Operator Splitting Algorithms for Generalized Equations JMLR 2025
ALPS: Improved Optimization for Highly Sparse One-Shot Pruning for Large Language Models NIPS 2024
Achieving Linear Convergence with Parameter-Free Algorithms in Decentralized Optimization NIPS 2024
Delay-agnostic Asynchronous Coordinate Update Algorithm ICML 2023
Operator Splitting Value Iteration NIPS 2022
FedSplit: an algorithmic framework for fast federated optimization NIPS 2020
On the Design of Black-Box Adversarial Examples by Leveraging Gradient-Free Optimization and Operator Splitting Method ICCV 2019
Hamiltonian descent for composite objectives NIPS 2019
An Algorithmic Framework of Variable Metric Over-Relaxed Hybrid Proximal Extra-Gradient Method ICML 2018
Towards More Efficient Stochastic Decentralized Learning: Faster Convergence and Sparse Communication ICML 2018
Adaptive Three Operator Splitting ICML 2018
Toward Designing Convergent Deep Operator Splitting Methods for Task-specific Nonconvex Optimization IJCAI 2018
GSOS: Gauss-Seidel Operator Splitting Algorithm for Multi-Term Nonsmooth Convex Composite Optimization ICML 2017
A Simple Practical Accelerated Method for Finite Sums NIPS 2016
Alternating Linearization for Structured Regularization Problems JMLR 2014