Optimization

Optimal Information Retention for Time-Series Explanations ICML 2025 Optimal Planning to Coordinate Science Data Collection and Downlink for a Constellation of Agile Satellites with Limited Storage IJCAI 2025 Optimal Sample Selection Through Uncertainty Estimation and Its Application in Deep Learning JMLR 2025 Optimal Scheduling of Dynamic Transport COLT 2025 Optimal subsampling for high-dimensional partially linear models via machine learning methods JMLR 2025 Optimal Transport Barycenter via Nonconvex-Concave Minimax Optimization ICML 2025 Optimal Transport-Based Token Weighting scheme for Enhanced Preference Optimization ACL 2025 Optimal Transport for Brain-Image Alignment: Unveiling Redundancy and Synergy in Neural Information Processing ICCV 2025 Optimal Viewpoint Selection for Autonomous Photography Using Reinforcement Learning AAAI 2025 Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System ACL 2025 Optimistic Algorithms for Adaptive Estimation of the Average Treatment Effect ICML 2025 Optimistic Games for Combinatorial Bayesian Optimization with Application to Protein Design ICLR 2025 Optimization before Evaluation: Evaluation with Unoptimized Prompts Can be Misleading ACL 2025 Optimization Over a Probability Simplex JMLR 2025 Optimization Proxies using Limited Labeled Data and Training Time – A Semi-Supervised Bayesian Neural Network Approach ICML 2025 Optimize Battery Control: A Multi-Objective Evolutionary Ensemble Reinforcement Learning Approach IJCAI 2025 Optimized Multi-Token Joint Decoding With Auxiliary Model for LLM Inference ICLR 2025 Optimized Random Features for the Neural Tangent Kernel (Student Abstract) AAAI 2025 Optimizing $(L_0, L_1)$-Smooth Functions by Gradient Methods ICLR 2025 Optimizing Adaptive Attacks against Watermarks for Language Models ICML 2025 Optimizing Data Collection for Machine Learning JMLR 2025 Optimizing Decomposition for Optimal Claim Verification ACL 2025 Optimizing Dense Visual Predictions Through Multi-Task Coherence and Prioritization WACV 2025 Optimizing for the Shortest Path in Denoising Diffusion Model CVPR 2025 Optimizing Hidden Markov Language Models: An Empirical Study of Reparameterization and Initialization Techniques NAACL 2025