conftrace_

proximal gradient descent

36 papers

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Also known as

PGD

Co-occurring keywords

proximal gradient (74) image restoration (1517) non-convex optimization (547) stochastic optimization (1060) neural network (6616) coordinate descent (147) image denoising (372) stochastic gradient descent (1091) sparse additive model (13) inverse problem (240)

Papers

A statistical perspective on algorithm unrolling models for inverse problems JMLR 2025
Vision-Language Gradient Descent-driven All-in-One Deep Unfolding Networks CVPR 2025
MagR: Weight Magnitude Reduction for Enhancing Post-Training Quantization NIPS 2024
Locally Regularized Sparse Graph by Fast Proximal Gradient Descent UAI 2023
Coordinate Descent for SLOPE AISTATS 2023
Local-Global Transformer Enhanced Unfolding Network for Pan-sharpening IJCAI 2023
Proximal Denoiser for Convergent Plug-and-Play Optimization with Nonconvex Regularization ICML 2022
Implicit Differentiation for Fast Hyperparameter Selection in Non-Smooth Convex Learning JMLR 2022
Efficiently Factorizing Boolean Matrices using Proximal Gradient Descent NIPS 2022
Shrub Ensembles for Online Classification AAAI 2022
ProxSkip: Yes! Local Gradient Steps Provably Lead to Communication Acceleration! Finally! ICML 2022
Deep Generalized Unfolding Networks for Image Restoration CVPR 2022
Adaptive Proximal Gradient Methods for Structured Neural Networks NIPS 2021
LassoNet: Neural Networks with Feature Sparsity AISTATS 2021
LassoNet: A Neural Network with Feature Sparsity JMLR 2021
Graph Neural Networks Inspired by Classical Iterative Algorithms ICML 2021
Learning Hierarchical Interactions at Scale: A Convex Optimization Approach AISTATS 2020
Dual Extrapolation for Sparse GLMs JMLR 2020
A Model-Driven Deep Neural Network for Single Image Rain Removal CVPR 2020
Learning to solve TV regularised problems with unrolled algorithms NIPS 2020
Decentralized Accelerated Proximal Gradient Descent NIPS 2020
Fast Proximal Gradient Descent for A Class of Non-convex and Non-smooth Sparse Learning Problems UAI 2019
Screening rules for Lasso with non-convex Sparse Regularizers ICML 2019
Iterative Residual CNNs for Burst Photography Applications CVPR 2019
Multispectral and Hyperspectral Image Fusion by MS/HS Fusion Net CVPR 2019