Regression

b-bit Marginal Regression NeurIPS 2015 Beyond Sub-Gaussian Measurements: High-Dimensional Structured Estimation with Sub-Exponential Designs NeurIPS 2015 Building Dynamic Cloud Maps From the Ground Up ICCV 2015 Calibrated Multivariate Regression with Application to Neural Semantic Basis Discovery JMLR 2015 Cascaded Hand Pose Regression CVPR 2015 Closed-form Estimators for High-dimensional Generalized Linear Models NeurIPS 2015 Consistent Collective Matrix Completion under Joint Low Rank Structure AISTATS 2015 Continuous Pose Estimation With a Spatial Ensemble of Fisher Regressors ICCV 2015 Convergence rate of Bayesian tensor estimator and its minimax optimality ICML 2015 Convex Risk Minimization and Conditional Probability Estimation COLT 2015 COUNT Forest: CO-Voting Uncertain Number of Targets Using Random Forest for Crowd Density Estimation ICCV 2015 DART: Dropouts meet Multiple Additive Regression Trees AISTATS 2015 DeepDriving: Learning Affordance for Direct Perception in Autonomous Driving ICCV 2015 Deep Knowledge Tracing NeurIPS 2015 Defocus Deblurring and Superresolution for Time-of-Flight Depth Cameras CVPR 2015 Dense Optical Flow Prediction From a Static Image ICCV 2015 Depth From Focus With Your Mobile Phone CVPR 2015 Derivative Estimation Based on Difference Sequence via Locally Weighted Least Squares Regression JMLR 2015 Detailed Full-Body Reconstructions of Moving People From Monocular RGB-D Sequences ICCV 2015 Direct Intrinsics: Learning Albedo-Shading Decomposition by Convolutional Regression ICCV 2015 Discriminative Learning of Iteration-Wise Priors for Blind Deconvolution CVPR 2015 Discriminative Shape From Shading in Uncalibrated Illumination CVPR 2015 Divide and Conquer Kernel Ridge Regression: A Distributed Algorithm with Minimax Optimal Rates JMLR 2015 Effective Learning-Based Illuminant Estimation Using Simple Features CVPR 2015 Efficient Estimation of Mutual Information for Strongly Dependent Variables AISTATS 2015