Optimization

Optimize & Reduce: A Top-Down Approach for Image Vectorization AAAI 2024 Optimizing ADMM and Over-Relaxed ADMM Parameters for Linear Quadratic Problems AAAI 2024 Optimizing Automatic Differentiation with Deep Reinforcement Learning NeurIPS 2024 Optimizing Diffusion Noise Can Serve As Universal Motion Priors CVPR 2024 Optimizing Instructions and Demonstrations for Multi-Stage Language Model Programs EMNLP 2024 Optimizing Instruction Synthesis: Effective Exploration of Evolutionary Space with Tree Search EMNLP 2024 Optimizing Language Models with Fair and Stable Reward Composition in Reinforcement Learning EMNLP 2024 Optimizing LLM Based Retrieval Augmented Generation Pipelines in the Financial Domain NAACL 2024 Optimizing Local Satisfaction of Long-Run Average Objectives in Markov Decision Processes AAAI 2024 Optimizing Noise for f-Differential Privacy via Anti-Concentration and Stochastic Dominance JMLR 2024 Optimizing over Multiple Distributions under Generalized Quasar-Convexity Condition NeurIPS 2024 Optimizing the Optimization of Planning Domains by Automatic Action Schema Splitting AAAI 2024 Optimizing Watermarks for Large Language Models ICML 2024 OptiMUS: Scalable Optimization Modeling with (MI)LP Solvers and Large Language Models ICML 2024 Oracle-Efficient Differentially Private Learning with Public Data NeurIPS 2024 Oracle-Efficient Pessimism: Offline Policy Optimization In Contextual Bandits AISTATS 2024 Order-Preserving GFlowNets ICLR 2024 ORPO: Monolithic Preference Optimization without Reference Model EMNLP 2024 Orthogonal Gradient Boosting for Simpler Additive Rule Ensembles AISTATS 2024 OTMatch: Improving Semi-Supervised Learning with Optimal Transport ICML 2024 OTOcc: Optimal Transport for Occupancy Prediction IJCAI 2024 OTTAWA: Optimal TransporT Adaptive Word Aligner for Hallucination and Omission Translation Errors Detection ACL 2024 Outlier-Robust Distributionally Robust Optimization via Unbalanced Optimal Transport NeurIPS 2024 Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity ICML 2024 Out-of-Distribution Detection in Long-Tailed Recognition with Calibrated Outlier Class Learning AAAI 2024