← Core Methods
Machine Learning › Core Methods ›

Regression

4964 directly classified papers

Papers per year

Papers

A Framework for Fine-Grained Complexity Control in Health Answer Generation ACL 2025
Optimal subsampling for high-dimensional partially linear models via machine learning methods JMLR 2025
Sketching in High-Dimensional Regression With Big Data Using Gaussian Scale Mixture Priors JMLR 2025
Optimal Denoising in Score-Based Generative Models: The Role of Data Regularity JMLR 2025
Kernel-based L_2-Boosting with Structure Constraints JMLR 2025
Integral Fast Fourier Color Constancy CVPR 2025
Distribution Free Tests for Model Selection Based on Maximum Mean Discrepancy with Estimated Parameters JMLR 2025
Toward Generalized Image Quality Assessment: Relaxing the Perfect Reference Quality Assumption CVPR 2025
Talent: A Tabular Analytics and Learning Toolbox JMLR 2025
FuocChuVIP123 at CoMeDi Shared Task: Disagreement Ranking with XLM-Roberta Sentence Embeddings and Deep Neural Regression COLING 2025
LITMUS++ : An Agentic System for Predictive Analysis of Low-Resource Languages Across Tasks and Models AACL 2025
Predicting Emotion Intensity in Text Using Transformer-Based Models SEMEVAL 2025
Unconditional Truthfulness: Learning Unconditional Uncertainty of Large Language Models EMNLP 2025
Joint State and Noise Covariance Estimation RSS 2025
Is Peer-Reviewing Worth the Effort? COLING 2025
Towards Robust Comparisons of NLP Models: A Case Study COLING 2025
Human Interpretable Virtual Metrology in the Semiconductor Manufacturing AAAI 2025
Kernel Representation Learning for Time Sequence: Algorithm, Theory, and Applications AAAI 2025
Robust and Adaptive AI Models for Medication Usage Forecasting Using ICD-9/10 Code (Student Abstract) AAAI 2025
Does Knowing More Make You Easier to Trick? Adversarial Robustness of Multi-Target Regression AAAI 2025
ml4xcube: Machine Learning Toolkits for Earth System Data Cubes AAAI 2025
Gradient-Based Nonlinear Rehearsal Learning with Multivariate Alterations AAAI 2025
Hierarchical Gradient-Based Genetic Sampling for Accurate Prediction of Biological Oscillations AAAI 2025
A Spatio-temporal Cluster-aware Supervised Learning Framework for Predicting County-level Drug Overdose Deaths AAAI 2025
Supervised Score-Based Modeling by Gradient Boosting AAAI 2025