Regression

ADHAM: Additive Deep Hazard Analysis Mixtures for Interpretable Survival Regression MLHC 2025 AEHRC at BioLaySumm 2025: Leveraging T5 for Lay Summarisation of Radiology Reports ACL 2025 Aerodynamic Coefficients Prediction via Cross-Attention Fusion and Physical-Informed Training AAAI 2025 Affirm: Interactive Mamba with Adaptive Fourier Filters for Long-term Time Series Forecasting AAAI 2025 A Framework for Fine-Grained Complexity Control in Health Answer Generation ACL 2025 A Framework for Large-Scale Parallel Corpus Evaluation: Ensemble Quality Estimation Models Versus Human Assessment ACL 2025 A Generative Pre-Trained Language Model for Channel Prediction in Wireless Communications Systems EMNLP 2025 A Hybrid Multi-Factor Network with Dynamic Sequence Modeling for Early Warning of Intraoperative Hypotension IJCAI 2025 AKORN: Adaptive Knots generated Online for RegressioN splines ICML 2025 AKRMap: Adaptive Kernel Regression for Trustworthy Visualization of Cross-Modal Embeddings ICML 2025 A Large-scale Dataset and Benchmark for Commuting Origin-Destination Flow Generation ICLR 2025 A Lightweight Sparse Interaction Network for Time Series Forecasting AAAI 2025 A Likelihood Based Approach to Distribution Regression Using Conditional Deep Generative Models ICML 2025 Analytical-Chemistry-Informed Transformer for Infrared Spectra Modeling AAAI 2025 Analyzing Neural Scaling Laws in Two-Layer Networks with Power-Law Data Spectra ICLR 2025 An Efficient Retrieval-Based Method for Tabular Prediction with LLM COLING 2025 ANTHROPOS-V: Benchmarking the Novel Task of Crowd Volume Estimation WACV 2025 AnyCalib: On-Manifold Learning for Model-Agnostic Single-View Camera Calibration ICCV 2025 APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning AAAI 2025 A Pioneering Neural Network Method for Efficient and Robust Fuel Sloshing Simulation in Aircraft AAAI 2025 A Polynomial-time Algorithm for Online Sparse Linear Regression with Improved Regret Bound under Weaker Conditions COLT 2025 A Recipe for Causal Graph Regression: Confounding Effects Revisited ICML 2025 A Spatio-temporal Cluster-aware Supervised Learning Framework for Predicting County-level Drug Overdose Deaths AAAI 2025 Assessing effective de-escalation of crisis conversations using transformer-based models and trend statistics EMNLP 2025 A Symmetric Relative-Error Loss Function for Intermittent Multiscale Signal Modelling IJCAI 2025