← Core Methods
Machine Learning › Core Methods ›

Regression

4964 directly classified papers

Papers per year

Papers

Enhanced Unsupervised Discriminant Dimensionality Reduction for Nonlinear Data IJCAI 2025
CCMNet: Leveraging Calibrated Color Correction Matrices for Cross-Camera Color Constancy ICCV 2025
Met2Net: A Decoupled Two-Stage Spatio-Temporal Forecasting Model for Complex Meteorological Systems ICCV 2025
4D Diffusion for Dynamic Protein Structure Prediction with Reference and Motion Guidance AAAI 2025
CasFT: Future Trend Modeling for Information Popularity Prediction with Dynamic Cues-Driven Diffusion Models AAAI 2025
A Lightweight Sparse Interaction Network for Time Series Forecasting AAAI 2025
Analytical-Chemistry-Informed Transformer for Infrared Spectra Modeling AAAI 2025
LLM-Mixer: Multiscale Mixing in LLMs for Time Series Forecasting ACL 2025
Autoregressive Speech Synthesis without Vector Quantization ACL 2025
AEHRC at BioLaySumm 2025: Leveraging T5 for Lay Summarisation of Radiology Reports ACL 2025
The LLM Already Knows: Estimating LLM-Perceived Question Difficulty via Hidden Representations EMNLP 2025
Findings of the WMT25 Terminology Translation Task: Terminology is Useful Especially for Good MTs EMNLP 2025
MetricX-25 and GemSpanEval: Google Translate Submissions to the WMT25 Evaluation Shared Task EMNLP 2025
A Symmetric Relative-Error Loss Function for Intermittent Multiscale Signal Modelling IJCAI 2025
Selective Inference with Distributed Data JMLR 2025
LLM-TPF: Multiscale Temporal Periodicity-Semantic Fusion LLMs for Time Series Forecasting IJCAI 2025
From Sparse to Dense Functional Data in High Dimensions: Revisiting Phase Transitions from a Non-Asymptotic Perspective JMLR 2025
Spatio-temporal Prototype-based Hierarchical Learning for OD Demand Prediction IJCAI 2025
Diffusion-aware Censored Gaussian Processes for Demand Modelling IJCAI 2025
Dual-level Fuzzy Learning with Patch Guidance for Image Ordinal Regression IJCAI 2025
Adapting Dense Matching for Homography Estimation with Grid-based Acceleration CVPR 2025
Outlier Robust and Sparse Estimation of Linear Regression Coefficients JMLR 2025
Linear cost and exponentially convergent approximation of Gaussian Matérn processes on intervals JMLR 2025
Bayesian Data Sketching for Varying Coefficient Regression Models JMLR 2025
Investigating Subjective Factors of Argument Strength: Storytelling, Emotions, and Hedging ACL 2025