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Regression

4964 directly classified papers

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Papers

Learning Online Smooth Predictors for Realtime Camera Planning Using Recurrent Decision Trees CVPR 2016
Copula Ordinal Regression for Joint Estimation of Facial Action Unit Intensity CVPR 2016
Automatically Classifying Self-Rated Personality Scores from Speech INTERSPEECH 2016
ML Parameter Generation with a Reformulated MGE Training Criterion — Participation in the Voice Conversion Challenge 2016 INTERSPEECH 2016
Simultaneous Safe Screening of Features and Samples in Doubly Sparse Modeling ICML 2016
Solving Ridge Regression using Sketched Preconditioned SVRG ICML 2016
Sparse Parameter Recovery from Aggregated Data ICML 2016
Deep Neural Network Based Acoustic-to-Articulatory Inversion Using Phone Sequence Information INTERSPEECH 2016
Stochastic Variance Reduced Optimization for Nonconvex Sparse Learning ICML 2016
HyperDepth: Learning Depth From Structured Light Without Matching CVPR 2016
Polynomial Networks and Factorization Machines: New Insights and Efficient Training Algorithms ICML 2016
End-To-End Saliency Mapping via Probability Distribution Prediction CVPR 2016
Primal-Dual Rates and Certificates ICML 2016
Enhancement of Automatic Oral Presentation Assessment System Using Latent N-Grams Word Representation and Part-of-Speech Information INTERSPEECH 2016
Estimation of Children’s Physical Characteristics from Their Voices INTERSPEECH 2016
Multiple Output Regression with Latent Noise JMLR 2016
A Nonlinear Regression Technique for Manifold Valued Data With Applications to Medical Image Analysis CVPR 2016
Additive Approximations in High Dimensional Nonparametric Regression via the SALSA ICML 2016
Asymmetric Multi-task Learning Based on Task Relatedness and Loss ICML 2016
Learning from Multiway Data: Simple and Efficient Tensor Regression ICML 2016
Parameter Estimation for Generalized Thurstone Choice Models ICML 2016
Experimental Design on a Budget for Sparse Linear Models and Applications ICML 2016
Doubly Decomposing Nonparametric Tensor Regression ICML 2016
SDCA without Duality, Regularization, and Individual Convexity ICML 2016
Multi-task Sparse Structure Learning with Gaussian Copula Models JMLR 2016