Machine Learning

Fully-inductive Node Classification on Arbitrary Graphs ICLR 2025 Fully-Scalable Massively Parallel Algorithm for k-center with Outliers AAAI 2025 Fully Test-Time Adaptation for Feature Decrement in Tabular Data IJCAI 2025 Fully Test-time Adaptation for Tabular Data AAAI 2025 FUN-AD: Fully Unsupervised Learning for Anomaly Detection with Noisy Training Data WACV 2025 FunBO: Discovering Acquisition Functions for Bayesian Optimization with FunSearch ICML 2025 Functional Alignment Can Mislead: Examining Model Stitching ICML 2025 Functional Connectomes of Neural Networks AAAI 2025 Functional Stochastic Gradient MCMC for Bayesian Neural Networks AISTATS 2025 Function Encoders: A Principled Approach to Transfer Learning in Hilbert Spaces ICML 2025 Function-Space Learning Rates ICML 2025 Function-Space MCMC for Bayesian Wide Neural Networks AISTATS 2025 Function-to-Style Guidance of LLMs for Code Translation ICML 2025 Fundamental Bias in Inverting Random Sampling Matrices with Application to Sub-sampled Newton ICML 2025 Fundamental computational limits of weak learnability in high-dimensional multi-index models AISTATS 2025 Fundamental Limitations on Subquadratic Alternatives to Transformers ICLR 2025 Fundamental limits of learning in sequence multi-index models and deep attention networks: high-dimensional asymptotics and sharp thresholds ICML 2025 Fundamental Limits of Membership Inference Attacks on Machine Learning Models JMLR 2025 Fundamental Limits of Perfect Concept Erasure AISTATS 2025 Fundamental Limits of Prompt Tuning Transformers: Universality, Capacity and Efficiency ICLR 2025 FunghiFunghi at SemEval-2025 Task 3: Mu-SHROOM, the Multilingual Shared-task on Hallucinations and Related Observable Overgeneration Mistakes SemEval 2025 Funzac at CoMeDi Shared Task: Modeling Annotator Disagreement from Word-In-Context Perspectives COLING 2025 FuocChuVIP123 at CoMeDi Shared Task: Disagreement Ranking with XLM-Roberta Sentence Embeddings and Deep Neural Regression COLING 2025 FUSE : A Ridge and Random Forest-Based Metric for Evaluating MT in Indigenous Languages NAACL 2025 Fuse Before Transfer: Knowledge Fusion for Heterogeneous Distillation ICCV 2025