convex optimization

Extragradient Type Methods for Riemannian Variational Inequality Problems AISTATS 2024 Fairness-Aware Online Positive-Unlabeled Learning EMNLP 2024 Faster Accelerated First-order Methods for Convex Optimization with Strongly Convex Function Constraints NeurIPS 2024 Faster Convergence with MultiWay Preferences AISTATS 2024 Fast Minimization of Expected Logarithmic Loss via Stochastic Dual Averaging AISTATS 2024 FastSurvival: Hidden Computational Blessings in Training Cox Proportional Hazards Models NeurIPS 2024 Flag Aggregator: Scalable Distributed Training under Failures and Augmented Losses using Convex Optimization ICLR 2024 Functionally Constrained Algorithm Solves Convex Simple Bilevel Problem NeurIPS 2024 Gaussian Cooling and Dikin Walks: The Interior-Point Method for Logconcave Sampling COLT 2024 Generalized Bradley-Terry Models for Score Estimation from Paired Comparisons AAAI 2024 General Tail Bounds for Non-Smooth Stochastic Mirror Descent AISTATS 2024 GLinSAT: The General Linear Satisfiability Neural Network Layer By Accelerated Gradient Descent NeurIPS 2024 Gradient-Variation Online Learning under Generalized Smoothness NeurIPS 2024 Implicit Graph Search for Planning on Graphs of Convex Sets RSS 2024 Infinite-Horizon Distributionally Robust Regret-Optimal Control ICML 2024 Insufficient Statistics Perturbation: Stable Estimators for Private Least Squares Extended Abstract COLT 2024 John Ellipsoids via Lazy Updates NeurIPS 2024 Jolteon: Unleashing the Promise of Serverless for Serverless Workflows NSDI 2024 Krylov Cubic Regularized Newton: A Subspace Second-Order Method with Dimension-Free Convergence Rate AISTATS 2024 Learning Safety Constraints from Demonstrations with Unknown Rewards AISTATS 2024 Learning with Fitzpatrick Losses NeurIPS 2024 Log-concave Sampling from a Convex Body with a Barrier: a Robust and Unified Dikin Walk NeurIPS 2024 Lower Complexity Bounds of Finite-Sum Optimization Problems: The Results and Construction JMLR 2024 LP++: A Surprisingly Strong Linear Probe for Few-Shot CLIP CVPR 2024 Mean-Field Langevin Dynamics for Signed Measures via a Bilevel Approach NeurIPS 2024