constrained optimization

Learning the Positions in CountSketch ICLR 2023 Learning to Design Fair and Private Voting Rules (Extended Abstract) IJCAI 2023 Learning to Optimize with Stochastic Dominance Constraints AISTATS 2023 Low Complexity Homeomorphic Projection to Ensure Neural-Network Solution Feasibility for Optimization over (Non-)Convex Set ICML 2023 Metric Nearness Made Practical AAAI 2023 Multi-Agent First Order Constrained Optimization in Policy Space NeurIPS 2023 Omnipredictors for Constrained Optimization ICML 2023 Online Constrained Meta-Learning: Provable Guarantees for Generalization NeurIPS 2023 On the Constrained Time-Series Generation Problem NeurIPS 2023 Oracle Complexity of Single-Loop Switching Subgradient Methods for Non-Smooth Weakly Convex Functional Constrained Optimization NeurIPS 2023 {PF}$^2$ES: Parallel Feasible Pareto Frontier Entropy Search for Multi-Objective Bayesian Optimization AISTATS 2023 Prometheus: Taming Sample and Communication Complexities in Constrained Decentralized Stochastic Bilevel Learning ICML 2023 Rectified Pessimistic-Optimistic Learning for Stochastic Continuum-armed Bandit with Constraints L4DC 2023 Reduced Policy Optimization for Continuous Control with Hard Constraints NeurIPS 2023 Resilient Constrained Learning NeurIPS 2023 Self-Supervised Primal-Dual Learning for Constrained Optimization AAAI 2023 SLM: A Smoothed First-Order Lagrangian Method for Structured Constrained Nonconvex Optimization NeurIPS 2023 Solving Stabilize-Avoid via Epigraph Form Optimal Control using Deep Reinforcement Learning RSS 2023 Sparse Training with Lipschitz Continuous Loss Functions and a Weighted Group L0-norm Constraint JMLR 2023 Stochastic Causal Programming for Bounding Treatment Effects CLeaR 2023 Structured BFGS Method for Optimal Doubly Stochastic Matrix Approximation AAAI 2023 Targeted Adversarial Attacks against Neural Network Trajectory Predictors L4DC 2023 The Computational Complexity of Finding Stationary Points in Non-Convex Optimization COLT 2023 Towards Quantum Machine Learning for Constrained Combinatorial Optimization: a Quantum QAP Solver ICML 2023 Two-Stage Predict+Optimize for MILPs with Unknown Parameters in Constraints NeurIPS 2023