Optimization

EnsLoss: Stochastic Calibrated Loss Ensembles for Preventing Overfitting in Classification ICML 2025 Entropy-Adaptive Diffusion Policy Optimization with Dynamic Step Alignment ICCV 2025 Entropy-based Activation Function Optimization: A Method on Searching Better Activation Functions ICLR 2025 Entropy Guided Extrapolative Decoding to Improve Factuality in Large Language Models COLING 2025 EntropyMark: Towards More Harmless Backdoor Watermark via Entropy-based Constraint for Open-source Dataset Copyright Protection CVPR 2025 Entrospect: Information-Theoretic Self-Reflection Elicits Better Response Refinement of Small Language Models ACL 2025 Epistemic EFX Allocations Exist for Monotone Valuations AAAI 2025 EPT: Efficient Prompt Tuning by Multi-Space Projection and Prompt Fusion AAAI 2025 EQA-RM: A Generative Embodied Reward Model with Test-time Scaling EMNLP 2025 EqualizeIR: Mitigating Linguistic Biases in Retrieval Models NAACL 2025 Equitable Electronic Health Record Prediction with FAME: Fairness-Aware Multimodal Embedding MLHC 2025 Equitable Mechanism Design for Facility Location IJCAI 2025 EquivaMap: Leveraging LLMs for Automatic Equivalence Checking of Optimization Formulations ICML 2025 EraseAnything: Enabling Concept Erasure in Rectified Flow Transformers ICML 2025 ERFSL: An Efficient Reward Function Searcher via Large Language Models for Custom-Environment Multi-Objective Reinforcement Learning (Student Abstract) AAAI 2025 Ergodic Generative Flows ICML 2025 ERL-MPP: Evolutionary Reinforcement Learning with Multi-head Puzzle Perception for Solving Large-scale Jigsaw Puzzles of Eroded Gaps AAAI 2025 ERNet: Efficient Non-Rigid Registration Network for Point Sequences ICCV 2025 Error Analysis Affected by Heavy-Tailed Gradients for Non-Convex Pairwise Stochastic Gradient Descent AAAI 2025 Error bounds for particle gradient descent, and extensions of the log-Sobolev and Talagrand inequalities JMLR 2025 Error Comparison Optimization for Large Language Models on Aspect-Based Sentiment Analysis ACL 2025 Error Typing for Smarter Rewards: Improving Process Reward Models with Error-Aware Hierarchical Supervision EMNLP 2025 Escaping Saddle Point Efficiently in Minimax and Bilevel Optimizations IJCAI 2025 ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans ICML 2025 Estimating the Probabilities of Rare Outputs in Language Models ICLR 2025