Regression

Cumulative Attribute Space for Age and Crowd Density Estimation CVPR 2013 Differentially Private Feature Selection via Stability Arguments, and the Robustness of the Lasso COLT 2013 Dirty Statistical Models NeurIPS 2013 Discriminative Non-blind Deblurring CVPR 2013 Distribution-Free Distribution Regression AISTATS 2013 Distribution to Distribution Regression ICML 2013 Divide and Conquer Kernel Ridge Regression COLT 2013 DYNACARE: Dynamic Cardiac Arrest Risk Estimation AISTATS 2013 Efficient Image Dehazing with Boundary Constraint and Contextual Regularization ICCV 2013 Efficient Optimization for Sparse Gaussian Process Regression NeurIPS 2013 Efficient Variational Inference for Gaussian Process Regression Networks AISTATS 2013 Error-Minimizing Estimates and Universal Entry-Wise Error Bounds for Low-Rank Matrix Completion NeurIPS 2013 Estimating LASSO Risk and Noise Level NeurIPS 2013 Estimation of Extreme Values and Associated Level Sets of a Regression Function via Selective Sampling COLT 2013 Faster Ridge Regression via the Subsampled Randomized Hadamard Transform NeurIPS 2013 Fast Image Super-Resolution Based on In-Place Example Regression CVPR 2013 Fast Near-GRID Gaussian Process Regression AISTATS 2013 Feature Multi-Selection among Subjective Features ICML 2013 Firing rate predictions in optimal balanced networks NeurIPS 2013 From Semi-supervised to Transfer Counting of Crowds ICCV 2013 General Functional Matrix Factorization Using Gradient Boosting ICML 2013 Generalized Spike-and-Slab Priors for Bayesian Group Feature Selection Using Expectation Propagation JMLR 2013 Greedy Sparsity-Constrained Optimization JMLR 2013 Guaranteed Sparse Recovery under Linear Transformation ICML 2013 GURLS: A Least Squares Library for Supervised Learning JMLR 2013