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Regression

4964 directly classified papers

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Papers

Learning Stationary Time Series using Gaussian Processes with Nonparametric Kernels NIPS 2015
Deep Knowledge Tracing NIPS 2015
Fast and Accurate Image Upscaling With Super-Resolution Forests CVPR 2015
Exploiting Uncertainty in Regression Forests for Accurate Camera Relocalization CVPR 2015
Hot or Not: Exploring Correlations Between Appearance and Temperature ICCV 2015
A Groupwise Multilinear Correspondence Optimization for 3D Faces ICCV 2015
DeepDriving: Learning Affordance for Direct Perception in Autonomous Driving ICCV 2015
Dense Optical Flow Prediction From a Static Image ICCV 2015
Understanding and Predicting Image Memorability at a Large Scale ICCV 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
Robust Optimization for Deep Regression ICCV 2015
TRIC-track: Tracking by Regression With Incrementally Learned Cascades ICCV 2015
Regressive Tree Structured Model for Facial Landmark Localization ICCV 2015
Leveraging Datasets With Varying Annotations for Face Alignment via Deep Regression Network ICCV 2015
The Log-Shift Penalty for Adaptive Estimation of Multiple Gaussian Graphical Models AISTATS 2015
Adversarial Prediction Games for Multivariate Losses NIPS 2015
Regularization Path of Cross-Validation Error Lower Bounds NIPS 2015
A Simple Homotopy Algorithm for Compressive Sensing AISTATS 2015
Particle Gibbs for Bayesian Additive Regression Trees AISTATS 2015
Efficient Estimation of Mutual Information for Strongly Dependent Variables AISTATS 2015
Averaged Least-Mean-Squares: Bias-Variance Trade-offs and Optimal Sampling Distributions AISTATS 2015
One-bit Compressed Sensing with the k-Support Norm AISTATS 2015
Implementable confidence sets in high dimensional regression AISTATS 2015
Parameter Estimation of Generalized Linear Models without Assuming their Link Function AISTATS 2015