interior point method

Finding Wasserstein Ball Center: Efficient Algorithm and The Applications in Fairness ICML 2025 Stochastic Interior-Point Methods for Smooth Conic Optimization with Applications JMLR 2025 A Specialized Semismooth Newton Method for Kernel-Based Optimal Transport AISTATS 2024 Barrier Algorithms for Constrained Non-Convex Optimization ICML 2024 Exploring the Power of Graph Neural Networks in Solving Linear Optimization Problems AISTATS 2024 Gaussian Cooling and Dikin Walks: The Interior-Point Method for Logconcave Sampling COLT 2024 IPM-LSTM: A Learning-Based Interior Point Method for Solving Nonlinear Programs NeurIPS 2024 Inference for probabilistic dependency graphs UAI 2023 Solving Constrained Variational Inequalities via a First-order Interior Point-based Method ICLR 2023 Decomposable Non-Smooth Convex Optimization with Nearly-Linear Gradient Oracle Complexity NeurIPS 2022 Faster Randomized Interior Point Methods for Tall/Wide Linear Programs JMLR 2022 On the Complexity of Approximating Multimarginal Optimal Transport JMLR 2022 On the Convergence of Inexact Predictor-Corrector Methods for Linear Programming ICML 2022 A Value-Function-based Interior-point Method for Non-convex Bi-level Optimization ICML 2021 Faster Randomized Infeasible Interior Point Methods for Tall/Wide Linear Programs NeurIPS 2020 Interior Point Solving for LP-based prediction+optimisation NeurIPS 2020 IPO: Interior-Point Policy Optimization under Constraints AAAI 2020 Learning Linear Programs from Optimal Decisions NeurIPS 2020 Interior-Point Methods Strike Back: Solving the Wasserstein Barycenter Problem NeurIPS 2019 Solving Empirical Risk Minimization in the Current Matrix Multiplication Time COLT 2019 Fast MCMC Sampling Algorithms on Polytopes JMLR 2018 Faster Convex Optimization: Simulated Annealing with an Efficient Universal Barrier ICML 2016 Sparse Linear Programming via Primal and Dual Augmented Coordinate Descent NeurIPS 2015 Robust Regression on MapReduce ICML 2013 Sparse/Robust Estimation and Kalman Smoothing with Nonsmooth Log-Concave Densities: Modeling, Computation, and Theory JMLR 2013