conftrace_

proximal operator

50 papers

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Co-occurring keywords

convex optimization (1321) stochastic optimization (1060) composite optimization (40) convergence rate (607) structured sparsity (89) variance reduction (523) gradient descent (1144) nonconvex optimization (316) proximal algorithm (48) neural network (6616)

Papers

OTPNet: ODE-inspired Tuning-free Proximal Network for Remote Sensing Image Fusion AAAI 2025
Decoupling Training-Free Guided Diffusion by ADMM CVPR 2025
Limited-Supervised Multi-Label Learning with Dependency Noise AAAI 2024
Learning Elastic Costs to Shape Monge Displacements NIPS 2024
A projected semismooth Newton method for a class of nonconvex composite programs with strong prox-regularity JMLR 2024
Understanding Neural Network Binarization with Forward and Backward Proximal Quantizers NIPS 2023
Fast and Interpretable Dynamics for Fisher Markets via Block-Coordinate Updates AAAI 2023
Empowering Low-Light Image Enhancer through Customized Learnable Priors ICCV 2023
Convergent Bregman Plug-and-Play Image Restoration for Poisson Inverse Problems NIPS 2023
Tighter Analysis for ProxSkip ICML 2023
Convergence Analysis of Linear Coupling with Inexact Proximal Operator UAI 2022
Proximal and Federated Random Reshuffling ICML 2022
Proximal Learning With Opponent-Learning Awareness NIPS 2022
An Efficient Sampling Algorithm for Non-smooth Composite Potentials JMLR 2022
On Characterizing GAN Convergence Through Proximal Duality Gap ICML 2021
Three Operator Splitting with a Nonconvex Loss Function ICML 2021
Efficient Proximal Mapping of the 1-path-norm of Shallow Networks ICML 2020
A principled approach for generating adversarial images under non-smooth dissimilarity metrics AISTATS 2020
Learning Interpretable Models using Soft Integrity Constraints ACML 2020
Learning With Subquadratic Regularization : A Primal-Dual Approach IJCAI 2020
A Unified Optimization Framework for Low-Rank Inducing Penalties CVPR 2020
Stochastic Proximal Langevin Algorithm: Potential Splitting and Nonasymptotic Rates NIPS 2019
Proximal Splitting Meets Variance Reduction AISTATS 2019
Lifted Proximal Operator Machines AAAI 2019
Differentiable Linearized ADMM ICML 2019