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Regression

4964 directly classified papers

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Papers

Multivariate Regression with Calibration NIPS 2014
Deconvolution of High Dimensional Mixtures via Boosting, with Application to Diffusion-Weighted MRI of Human Brain NIPS 2014
Fast Allocation of Gaussian Process Experts ICML 2014
Predicting Multiple Attributes via Relative Multi-task Learning CVPR 2014
Dual Linear Regression Based Classification for Face Cluster Recognition CVPR 2014
Simultaneous Twin Kernel Learning using Polynomial Transformations for Structured Prediction CVPR 2014
One Millisecond Face Alignment with an Ensemble of Regression Trees CVPR 2014
Scalable Variational Bayesian Matrix Factorization with Side Information AISTATS 2014
Face Alignment at 3000 FPS via Regressing Local Binary Features CVPR 2014
Sparse Space-Time Deconvolution for Calcium Image Analysis NIPS 2014
Blind Image Quality Assessment using Semi-supervised Rectifier Networks CVPR 2014
Multiscale Centerline Detection by Learning a Scale-Space Distance Transform CVPR 2014
Efficient Sampling for Learning Sparse Additive Models in High Dimensions NIPS 2014
Photometric Stereo using Constrained Bivariate Regression for General Isotropic Surfaces CVPR 2014
Online Non-Parametric Regression COLT 2014
Quality Assessment for Comparing Image Enhancement Algorithms CVPR 2014
Tree-structured Gaussian Process Approximations NIPS 2014
Sample-based approximate regularization ICML 2014
An Automated Estimator of Image Visual Realism Based on Human Cognition CVPR 2014
Scalable Bayesian Low-Rank Decomposition of Incomplete Multiway Tensors ICML 2014
Sparse Random Feature Algorithm as Coordinate Descent in Hilbert Space NIPS 2014
Logistic Regression: Tight Bounds for Stochastic and Online Optimization COLT 2014
Unified Face Analysis by Iterative Multi-Output Random Forests CVPR 2014
A Residual Bootstrap for High-Dimensional Regression with Near Low-Rank Designs NIPS 2014
Fast and Robust Least Squares Estimation in Corrupted Linear Models NIPS 2014