Regression

Asymptotic Inference for Multi-Stage Stationary Treatment Policy with Variable Selection JMLR 2025 A Text-Based Recommender System that Leverages Explicit Affective State Preferences EMNLP 2025 Attention layers provably solve single-location regression ICLR 2025 Attribute Inference Attacks for Federated Regression Tasks AAAI 2025 A Two-Stage Learning-to-Defer Approach for Multi-Task Learning ICML 2025 A Unified Comparative Study with Generalized Conformity Scores for Multi-Output Conformal Regression ICML 2025 Automated Scoring of a German Written Elicited Imitation Test ACL 2025 Automatic debiasing of neural networks via moment-constrained learning CLeaR 2025 Autoregressive Speech Synthesis without Vector Quantization ACL 2025 Axioms for AI Alignment from Human Feedback AAAI 2025 Balanced Sharpness-Aware Minimization for Imbalanced Regression ICCV 2025 Batch List-Decodable Linear Regression via Higher Moments ICML 2025 Bayesian Data Sketching for Varying Coefficient Regression Models JMLR 2025 Bayesian Image Regression with Soft-thresholded Conditional Autoregressive Prior ICLR 2025 Bayesian Multi-Group Gaussian Process Models for Heterogeneous Group-Structured Data JMLR 2025 Bayesian Optimization via Continual Variational Last Layer Training ICLR 2025 Bayesian Scalar-on-Image Regression with a Spatially Varying Single-layer Neural Network Prior JMLR 2025 Be a Goldfish: Forgetting Bad Conditioning in Sparse Linear Regression via Variational Autoencoders ICML 2025 Benchmarking Debiasing Methods for LLM-based Parameter Estimates EMNLP 2025 Best Subset Selection: Optimal Pursuit for Feature Selection and Elimination ICML 2025 Better autoregressive regression with LLMs via regression-aware fine-tuning ICLR 2025 Beyond Averages: Learning with Annotator Disagreement in STS EMNLP 2025 Beyond Correctness: Confidence-Aware Reward Modeling for Enhancing Large Language Model Reasoning EMNLP 2025 Beyond Film Subtitles: Is YouTube the Best Approximation of Spoken Vocabulary? COLING 2025 Beyond Statistical Analysis: Multimodal Framework for Time Series Forecasting with LLM-Driven Temporal Pattern IJCAI 2025