Regression

PCM Selector: Penalized Covariate-Mediator Selection Operator for Evaluating Linear Causal Effects AAAI 2025 Phase transitions for the existence of unregularized M-estimators in single index models ICML 2025 PhyMPGN: Physics-encoded Message Passing Graph Network for spatiotemporal PDE systems ICLR 2025 Physics-informed Kernel Learning JMLR 2025 Pixel-level and Semantic-level Adjustable Super-resolution: A Dual-LoRA Approach CVPR 2025 PlaNet: Learning to Mitigate Atmospheric Turbulence in Planetary Images AAAI 2025 Polarization Guided Mask-Free Shadow Removal AAAI 2025 PoseAnchor: Robust Root Position Estimation for 3D Human Pose Estimation ICCV 2025 Post-processing for Fair Regression via Explainable SVD AISTATS 2025 Precise High-Dimensional Asymptotics for Quantifying Heterogeneous Transfers JMLR 2025 Predicting Emotion Intensity in Text Using Transformer-Based Models SemEval 2025 Predicting ICU Length of Stay for Patients using Latent Categorization of Health Conditions NAACL 2025 Predicting Language Models’ Success at Zero-Shot Probabilistic Prediction EMNLP 2025 Predicting the Predictable in the Psychiatric High Risk MLHC 2025 Predicting The Scholarly Impact of Research Papers Using Retrieval-Augmented LLMs ACL 2025 Predicting Through Generation: Why Generation Is Better for Prediction ACL 2025 Prediction via Shapley Value Regression ICML 2025 PreSumm: Predicting Summarization Performance Without Summarizing ACL 2025 PRIME: Deep Imbalanced Regression with Proxies ICML 2025 Privacy Amplification Through Synthetic Data: Insights from Linear Regression ICML 2025 Probabilistic Explanations for Regression Models UAI 2025 Proximal Mapping Loss: Understanding Loss Functions in Crowd Counting & Localization ICLR 2025 Public Opinion Field Effect and Hawkes Process Join Hands for Information Popularity Prediction AAAI 2025 QMambaBSR: Burst Image Super-Resolution with Query State Space Model CVPR 2025 Q-PART: Quasi-Periodic Adaptive Regression with Test-time Training for Pediatric Left Ventricular Ejection Fraction Regression CVPR 2025