regularized optimization

Cap-and-Penalize: Competitive Mechanisms for Multi-Phase Regularized Online Allocation IJCAI 2025 PROXSPARSE: REGULARIZED LEARNING OF SEMI-STRUCTURED SPARSITY MASKS FOR PRETRAINED LLMS ICML 2025 Debiasing Evaluations That Are Biased by Evaluations JMLR 2024 Finding Regularized Competitive Equilibria of Heterogeneous Agent Macroeconomic Models via Reinforcement Learning AISTATS 2023 Joint Continuous and Discrete Model Selection via Submodularity JMLR 2022 Learning Finite-Dimensional Representations For Koopman Operators L4DC 2021 SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization ACL 2020 Simple Stochastic Gradient Methods for Non-Smooth Non-Convex Regularized Optimization ICML 2019 Solving Vision Problems via Filtering ICCV 2019 Linearized Alternating Direction Method of Multipliers for Constrained Nonconvex Regularized Optimization ACML 2016 DESPOT: Online POMDP Planning with Regularization NeurIPS 2013 Solving inverse problem of Markov chain with partial observations NeurIPS 2013 Optimal Regularized Dual Averaging Methods for Stochastic Optimization NeurIPS 2012 Regularized Bundle Methods for Convex and Non-Convex Risks JMLR 2012