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augmented lagrangian

37 papers

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Also known as

ALM AL

Co-occurring keywords

convex optimization (1320) augmented lagrangian method (30) constrained optimization (278) sparse optimization (246) quadratic programming (83) block coordinate descent (64) graphical model (863) nonconvex optimization (316) stochastic optimization (1060) decentralized optimization (113)

Papers

Scalable Mixed-Integer Optimization with Neural Constraints via Dual Decomposition AAAI 2026
Fast Computation of Superquantile-Constrained Optimization Through Implicit Scenario Reduction JMLR 2025
Augmented Lagrangian Risk-constrained Reinforcement Learning for Portfolio Optimization (Student Abstract) AAAI 2025
DAG-Informed Structure Learning from Multi-Dimensional Point Processes JMLR 2024
Linear-time Differential Inverse Kinematics: an Augmented Lagrangian Perspective RSS 2024
Complexity of Single Loop Algorithms for Nonlinear Programming with Stochastic Objective and Constraints AISTATS 2024
Constrained Optimization via Exact Augmented Lagrangian and Randomized Iterative Sketching ICML 2023
A Riemannian Exponential Augmented Lagrangian Method for Computing the Projection Robust Wasserstein Distance NIPS 2023
Faster Projection-Free Augmented Lagrangian Methods via Weak Proximal Oracle AISTATS 2023
Proximal Splitting Adversarial Attack for Semantic Segmentation CVPR 2023
An Inexact Augmented Lagrangian Algorithm for Training Leaky ReLU Neural Network with Group Sparsity JMLR 2023
MARS: A Second-Order Reduction Algorithm for High-Dimensional Sparse Precision Matrices Estimation JMLR 2023
Neural Networks with Physics-Informed Architectures and Constraints for Dynamical Systems Modeling L4DC 2022
Fast Convex Optimization for Two-Layer ReLU Networks: Equivalent Model Classes and Cone Decompositions ICML 2022
PROX-QP: Yet another Quadratic Programming Solver for Robotics and beyond RSS 2022
A Stochastic Linearized Augmented Lagrangian Method for Decentralized Bilevel Optimization NIPS 2022
Global Convergence of Online Optimization for Nonlinear Model Predictive Control NIPS 2021
Augmented Lagrangian Adversarial Attacks ICCV 2021
IDEAL: Inexact DEcentralized Accelerated Augmented Lagrangian Method NIPS 2020
A Conditional-Gradient-Based Augmented Lagrangian Framework ICML 2019
Solving the OSCAR and SLOPE Models Using a Semismooth Newton-Based Augmented Lagrangian Method JMLR 2019
Guaranteed Matrix Completion Under Multiple Linear Transformations CVPR 2019
Construction of Incoherent Dictionaries via Direct Babel Function Minimization ACML 2018
Short-term Sparse Portfolio Optimization Based on Alternating Direction Method of Multipliers JMLR 2018
Greedy Direction Method of Multiplier for MAP Inference of Large Output Domain AISTATS 2017