Regression

Discriminative Shape From Shading in Uncalibrated Illumination CVPR 2015 Robust Regression via Hard Thresholding NeurIPS 2015 DeepPose: Human Pose Estimation via Deep Neural Networks CVPR 2014 Robust Logistic Regression and Classification NeurIPS 2014 Fast Image Super-Resolution Based on In-Place Example Regression CVPR 2013 Parametric Task Learning NeurIPS 2013 Bayesian Warped Gaussian Processes NeurIPS 2012 Fused sparsity and robust estimation for linear models with unknown variance NeurIPS 2012 Multiple Operator-valued Kernel Learning NeurIPS 2012 Generalized Beta Mixtures of Gaussians NeurIPS 2011 Non-conjugate Variational Message Passing for Multinomial and Binary Regression NeurIPS 2011 Semi-supervised Regression via Parallel Field Regularization NeurIPS 2011 Fast detection of multiple change-points shared by many signals using group LARS NeurIPS 2010 Learning To Count Objects in Images NeurIPS 2010 Localized Sliced Inverse Regression NeurIPS 2008 How SVMs can estimate quantiles and the median NeurIPS 2007 SpAM: Sparse Additive Models NeurIPS 2007