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Regression

4964 directly classified papers

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Papers

Needles & Haystacks: Dataset and Benchmark for Domain-Agnostic Image-Based Rigid Slice-to-Volume Registration WACV 2025
Video Individual Counting for Moving Drones ICCV 2025
Teaching Large Language Models to Regress Accurate Image Quality Scores Using Score Distribution CVPR 2025
Not Every Metric is Equal: Cognitive Models for Predicting N400 and P600 Components During Reading Comprehension COLING 2025
LIPIDS: Learning-Based Illumination Planning in Discretized (Light) Space for Photometric Stereo WACV 2025
Linear Hypothesis Testing in High-Dimensional Expected Shortfall Regression with Heavy-Tailed Errors JMLR 2025
Precise High-Dimensional Asymptotics for Quantifying Heterogeneous Transfers JMLR 2025
Outlier Robust and Sparse Estimation of Linear Regression Coefficients JMLR 2025
High-Dimensional L2-Boosting: Rate of Convergence JMLR 2025
Linear cost and exponentially convergent approximation of Gaussian Matérn processes on intervals JMLR 2025
Efficient and Robust Semi-supervised Estimation of Average Treatment Effect with Partially Annotated Treatment and Response JMLR 2025
Wasserstein F-tests for Frechet regression on Bures-Wasserstein manifolds JMLR 2025
Adaptive Distributed Kernel Ridge Regression: A Feasible Distributed Learning Scheme for Data Silos JMLR 2025
Learning Null Geodesics for Gravitational Lensing Rendering in General Relativity ICCV 2025
I3D-AE-LSTM: A 2-Stream Autoencoder for Action Quality Assessment using a Newly Created Cricket Batsman Video Dataset WACV 2025
Inferring Change Points in High-Dimensional Regression via Approximate Message Passing JMLR 2025
Gradient Equilibrium in Online Learning: Theory and Applications JMLR 2025
Bayesian Data Sketching for Varying Coefficient Regression Models JMLR 2025
Dual-level Fuzzy Learning with Patch Guidance for Image Ordinal Regression IJCAI 2025
Decentralized Sparse Linear Regression via Gradient-Tracking JMLR 2025
Online Quantile Regression JMLR 2025
Sketching in High-Dimensional Regression With Big Data Using Gaussian Scale Mixture Priors JMLR 2025
Substitute Adjustment via Recovery of Latent Variables JMLR 2025
Language Model Fine-Tuning on Scaled Survey Data for Predicting Distributions of Public Opinions ACL 2025
Semantic-guided Camera Ray Regression for Visual Localization ICCV 2025