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Regression

4964 directly classified papers

Papers per year

Papers

On the Mutual Nearest Neighbors Estimate in Regression JMLR 2013
Sparse/Robust Estimation and Kalman Smoothing with Nonsmooth Log-Concave Densities: Modeling, Computation, and Theory JMLR 2013
GURLS: A Least Squares Library for Supervised Learning JMLR 2013
Regularized M-estimators with nonconvexity: Statistical and algorithmic theory for local optima NIPS 2013
Multi-Task Learning with Gaussian Matrix Generalized Inverse Gaussian Model ICML 2013
Multivariate Convex Regression with Adaptive Partitioning JMLR 2013
Efficient Image Dehazing with Boundary Constraint and Contextual Regularization ICCV 2013
Heterogeneous-Neighborhood-based Multi-Task Local Learning Algorithms NIPS 2013
On Flat versus Hierarchical Classification in Large-Scale Taxonomies NIPS 2013
Estimation of Extreme Values and Associated Level Sets of a Regression Function via Selective Sampling COLT 2013
Sparse Adaptive Dirichlet-Multinomial-like Processes COLT 2013
Learning to Estimate and Remove Non-uniform Image Blur CVPR 2013
Robust Estimation of Nonrigid Transformation for Point Set Registration CVPR 2013
Real-Time No-Reference Image Quality Assessment Based on Filter Learning CVPR 2013
Salient Object Detection: A Discriminative Regional Feature Integration Approach CVPR 2013
Sparse Additive Machine AISTATS 2012
History-alignment models for bias-aware prediction of virological response to HIV combination therapy AISTATS 2012
Infinite-Dimensional Kalman Filtering Approach to Spatio-Temporal Gaussian Process Regression AISTATS 2012
On Ranking and Generalization Bounds JMLR 2012
Human Gesture Recognition on Product Manifolds JMLR 2012
GPLP: A Local and Parallel Computation Toolbox for Gaussian Process Regression JMLR 2012
Modeling and Prediction of Pedestrian Behavior based on the Sub-goal Concept RSS 2012
Time-Optimal Trajectory Generation for Path Following with Bounded Acceleration and Velocity RSS 2012
glm-ie: Generalised Linear Models Inference & Estimation Toolbox JMLR 2012
Estimation and Selection via Absolute Penalized Convex Minimization And Its Multistage Adaptive Applications JMLR 2012