Machine Learning

False Coverage Proportion Control for Conformal Prediction ICML 2025 False Friends Are Not Foes: Investigating Vocabulary Overlap in Multilingual Language Models EMNLP 2025 Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data NAACL 2025 FAMNet: Frequency-aware Matching Network for Cross-domain Few-shot Medical Image Segmentation AAAI 2025 FaMTEB: Massive Text Embedding Benchmark in Persian Language EMNLP 2025 Fane at SemEval-2025 Task 10: Zero-Shot Entity Framing with Large Language Models SemEval 2025 FANNO: Augmenting High-Quality Instruction Data with Open-Sourced LLMs Only ACL 2025 FAP-CD: Fairness-Driven Age-Friendly Community Planning via Conditional Diffusion Generation AAAI 2025 Fast, Accurate Manifold Denoising by Tunneling Riemannian Optimization ICML 2025 Fast Algorithm for Constrained Linear Inverse Problems JMLR 2025 FAST: A Lightweight Mechanism Unleashing Arbitrary Client Participation in Federated Learning IJCAI 2025 Fast and Accurate Blind Flexible Docking ICLR 2025 Fast and Accurate Gigapixel Pathological Image Classification with Hierarchical Distillation Multi-Instance Learning CVPR 2025 Fast and Furious Symmetric Learning in Zero-Sum Games: Gradient Descent as Fictitious Play COLT 2025 Fast and Interpretable Mixed-Integer Linear Program Solving by Learning Model Reduction AAAI 2025 Fast and Low-Cost Genomic Foundation Models via Outlier Removal ICML 2025 Fast and Multiphase Rates for Nearest Neighbor Classifiers COLT 2025 Fast and Provable Algorithms for Sparse PCA with Improved Sample Complexity ICML 2025 Fast and Reliable $N - k$ Contingency Screening with Input-Convex Neural Networks L4DC 2025 Fast and Robust: Task Sampling with Posterior and Diversity Synergies for Adaptive Decision-Makers in Randomized Environments ICML 2025 Fast and Slow Gradient Approximation for Binary Neural Network Optimization AAAI 2025 Fast and Slow Streams for Online Time Series Forecasting Without Information Leakage ICLR 2025 Fast and Synchronous Crash Consistency with Metadata Write-Once File System OSDI 2025 Fast Bayesian Optimization of Function Networks with Partial Evaluations AutoML 2025 Fast Calculation of Feature Contributions in Boosting Trees UAI 2025