Regression

Distributionally Robust Active Learning for Gaussian Process Regression ICML 2025 Distribution-Free Data Uncertainty for Neural Network Regression ICLR 2025 Distribution Free Tests for Model Selection Based on Maximum Mean Discrepancy with Estimated Parameters JMLR 2025 Does effortful speech production indicate communication difficulty caused by noise and hearing aid support? Interspeech 2025 Does Knowing More Make You Easier to Trick? Adversarial Robustness of Multi-Target Regression AAAI 2025 DoF: A Diffusion Factorization Framework for Offline Multi-Agent Reinforcement Learning ICLR 2025 DONIS: Importance Sampling for Training Physics-Informed DeepONet IJCAI 2025 DualCast: A Model to Disentangle Aperiodic Events from Traffic Series IJCAI 2025 Dual-level Fuzzy Learning with Patch Guidance for Image Ordinal Regression IJCAI 2025 Dynamic Higher-Order Relations and Event-Driven Temporal Modeling for Stock Price Forecasting IJCAI 2025 DynFrs: An Efficient Framework for Machine Unlearning in Random Forest ICLR 2025 ECD: A Machine Learning Benchmark for Predicting Enhanced-Precision Electronic Charge Density in Crystalline Inorganic Materials ICLR 2025 Efficient and Robust Semi-supervised Estimation of Average Treatment Effect with Partially Annotated Treatment and Response JMLR 2025 Efficient Heterogeneity-Aware Federated Active Data Selection ICML 2025 Efficient Indoor Depth Completion Network Using Mask-adaptive Gated Convolution AAAI 2025 Efficiently Enhancing Long-term Series Forecasting via Ultra-long Lookback Windows AAAI 2025 Efficient Perplexity Bound and Ratio Matching in Discrete Diffusion Language Models ICLR 2025 emg2tendon: From sEMG Signals to Tendon Control in Musculoskeletal Hands RSS 2025 Enhanced Unsupervised Discriminant Dimensionality Reduction for Nonlinear Data IJCAI 2025 Error Bounds for Gaussian Process Regression Under Bounded Support Noise with Applications to Safety Certification AAAI 2025 Error dynamics of mini-batch gradient descent with random reshuffling for least squares regression ALT 2025 Error estimation and adaptive tuning for unregularized robust M-estimator JMLR 2025 Estimating 2D Camera Motion with Hybrid Motion Basis ICCV 2025 Estimation of Text Difficulty in the Context of Language Learning ACL 2025 Evaluating Theory of (an uncertain) Mind: Predicting the Uncertain Beliefs of Others from Conversational Cues ACL 2025