Machine Learning

A Near Linear Query Lower Bound for Submodular Maximization ICML 2025 A Near-Optimal Single-Loop Stochastic Algorithm for Convex Finite-Sum Coupled Compositional Optimization ICML 2025 An Effective Incorporating Heterogeneous Knowledge Curriculum Learning for Sequence Labeling ACL 2025 An Effective Manifold-based Optimization Method for Distributionally Robust Classification ICLR 2025 An Effective Theory of Bias Amplification ICLR 2025 An Efficient and Accurate Dynamic Sparse Training Framework Based on Parameter-Freezing AAAI 2025 An Efficient and Precise Training Data Construction Framework for Process-supervised Reward Model in Mathematical Reasoning ACL 2025 An Efficient Core-Guided Solver for Weighted Partial MaxSAT IJCAI 2025 An Efficient Framework for Crediting Data Contributors of Diffusion Models ICLR 2025 An Efficient Framework for Enhancing Discriminative Models via Diffusion Techniques AAAI 2025 An Efficient Hybrid Vision Transformer for TinyML Applications ICCV 2025 An Efficient Matrix Multiplication Algorithm for Accelerating Inference in Binary and Ternary Neural Networks ICML 2025 An Efficient Post-hoc Framework for Reducing Task Discrepancy of Text Encoders for Composed Image Retrieval ICCV 2025 An Efficient Private GPT Never Autoregressively Decodes ICML 2025 An Efficient Pruner for Large Language Model with Theoretical Guarantee ICML 2025 An Efficient Rehearsal Scheme for Catastrophic Forgetting Mitigation during Multi-stage Fine-tuning NAACL 2025 An Efficient Retrieval-Based Method for Tabular Prediction with LLM COLING 2025 An Efficient Task-Oriented Dialogue Policy: Evolutionary Reinforcement Learning Injected by Elite Individuals ACL 2025 An Elite-guided Weighted Simulated Annealing Algorithm for the Clique Partitioning Problem AAAI 2025 An Empirical Analysis of Machine Translation for Expanding Multilingual Benchmarks EMNLP 2025 An Empirical Analysis of Uncertainty in Large Language Model Evaluations ICLR 2025 An Empirical Bernstein Inequality for Dependent Data in Hilbert Spaces and Applications AISTATS 2025 An Empirical Study of Autoregressive Pre-training from Videos ICCV 2025 An Empirical Study of Federated Prompt Learning for Vision Language Model IJCAI 2025 An Empirical Study of Iterative Refinements for Non-autoregressive Translation ACL 2025