Optimization

On Efficient and Scalable Computation of the Nonparametric Maximum Likelihood Estimator in Mixture Models JMLR 2024 On Optimal Tradeoffs between EFX and Nash Welfare AAAI 2024 On the Computational and Statistical Complexity of Over-parameterized Matrix Sensing JMLR 2024 OpenBox: A Python Toolkit for Generalized Black-box Optimization JMLR 2024 Open Problem: Anytime Convergence Rate of Gradient Descent COLT 2024 Open Problem: Black-Box Reductions and Adaptive Gradient Methods for Nonconvex Optimization COLT 2024 OptEx: Expediting First-Order Optimization with Approximately Parallelized Iterations NeurIPS 2024 OptFlow: Fast Optimization-Based Scene Flow Estimation Without Supervision WACV 2024 Optimal Design for Human Preference Elicitation NeurIPS 2024 Optimal Mechanism in a Dynamic Stochastic Knapsack Environment AAAI 2024 Optimal Multiclass U-Calibration Error and Beyond NeurIPS 2024 Optimal Transport with Cyclic Symmetry AAAI 2024 Optimal Transport with Tempered Exponential Measures AAAI 2024 Optimising Distributions with Natural Gradient Surrogates AISTATS 2024 Optimization Algorithm Design via Electric Circuits NeurIPS 2024 Optimization Can Learn Johnson Lindenstrauss Embeddings NeurIPS 2024 Optimizing ADMM and Over-Relaxed ADMM Parameters for Linear Quadratic Problems AAAI 2024 Optimizing Automatic Differentiation with Deep Reinforcement Learning NeurIPS 2024 Optimizing Local Satisfaction of Long-Run Average Objectives in Markov Decision Processes AAAI 2024 Optimizing over Multiple Distributions under Generalized Quasar-Convexity Condition NeurIPS 2024 OTTAWA: Optimal TransporT Adaptive Word Aligner for Hallucination and Omission Translation Errors Detection ACL 2024 PACE: Pacing Operator Learning to Accurate Optical Field Simulation for Complicated Photonic Devices NeurIPS 2024 Parallel Beam Search Algorithms for Domain-Independent Dynamic Programming AAAI 2024 Parameter-Agnostic Optimization under Relaxed Smoothness AISTATS 2024 Parameter Efficient Fine-tuning via Cross Block Orchestration for Segment Anything Model CVPR 2024