Regression

Minimax-optimal and Locally-adaptive Online Nonparametric Regression ALT 2025 Minimax Optimal Nonsmooth Nonparametric Regression via Fractional Laplacian Eigenmaps UAI 2025 Mixed-Feature Logistic Regression Robust to Distribution Shifts AISTATS 2025 Mixture of Experts Provably Detect and Learn the Latent Cluster Structure in Gradient-Based Learning ICML 2025 Mixture of Ordered Scoring Experts for Cross-prompt Essay Trait Scoring ACL 2025 ml4xcube: Machine Learning Toolkits for Earth System Data Cubes AAAI 2025 MLPs Learn In-Context on Regression and Classification Tasks ICLR 2025 Model-agnostic meta-learners for estimating heterogeneous treatment effects over time ICLR 2025 MODL: Multilearner Online Deep Learning AISTATS 2025 MTPNet: Multi-Grained Target Perception for Unified Activity Cliff Prediction IJCAI 2025 Multi-Frame Deformable Look-Up Table for Compressed Video Quality Enhancement AAAI 2025 Multi-Hierarchical Fine-Grained Feature Mapping Driven by Feature Contributions for Molecular Odor Prediction IJCAI 2025 Multi-Label Ranking Loss Minimization for Matrix Completion AAAI 2025 Multimodal Speech-Based Biomarkers Outperform the ALS Functional Rating Scale in Predicting Individual Disease Progression in ALS Interspeech 2025 Multiple Trade-offs: An Improved Approach for Lexicographic Linear Bandits AAAI 2025 Multi-Scale Temporal Neural Network for Stock Trend Prediction Enhanced by Temporal Hyepredge Learning IJCAI 2025 Multi-Spectral Image Color Reproduction WACV 2025 Multi-Subspace Matrix Recovery from Permuted Data AAAI 2025 Necessary and Sufficient Oracles: Toward a Computational Taxonomy for Reinforcement Learning COLT 2025 Needles & Haystacks: Dataset and Benchmark for Domain-Agnostic Image-Based Rigid Slice-to-Volume Registration WACV 2025 Neural Conformal Control for Time Series Forecasting AAAI 2025 Neural Functions for Learning Periodic Signal ICLR 2025 Neuro-Guided Graph Search for Symbolic Regression (Student Abstract) AAAI 2025 NLP_goats at SemEval-2025 Task 11: Multi-Label Emotion Classification Using Fine-Tuned Roberta-Large Tranformer SemEval 2025 NN-Former: Rethinking Graph Structure in Neural Architecture Representation CVPR 2025