Regression

Generalized Deep Image to Image Regression CVPR 2017 Generalized Linear Model Regression under Distance-to-set Penalties NeurIPS 2017 Generalized Pseudolikelihood Methods for Inverse Covariance Estimation AISTATS 2017 Generative Local Metric Learning for Kernel Regression NeurIPS 2017 Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks NeurIPS 2017 Global SNR Estimation of Speech Signals for Unknown Noise Conditions Using Noise Adapted Non-Linear Regression Interspeech 2017 Group Additive Structure Identification for Kernel Nonparametric Regression NeurIPS 2017 Group Sparse Additive Machine NeurIPS 2017 Group Sparse Optimization via lp,q Regularization JMLR 2017 Harder, Better, Faster, Stronger Convergence Rates for Least-Squares Regression JMLR 2017 Hierarchically Compositional Kernels for Scalable Nonparametric Learning JMLR 2017 High-dimensional Non-Gaussian Single Index Models via Thresholded Score Function Estimation ICML 2017 High Dimensional Regression with Binary Coefficients. Estimating Squared Error and a Phase Transtition COLT 2017 High-Dimensional Structured Quantile Regression ICML 2017 High-Dimensional Variance-Reduced Stochastic Gradient Expectation-Maximization Algorithm ICML 2017 Human and Automated Scoring of Fluency, Pronunciation and Intonation During Human–Machine Spoken Dialog Interactions Interspeech 2017 Hybrid Neural Networks for Learning the Trend in Time Series IJCAI 2017 Hypernasality Severity Analysis in Cleft Lip and Palate Speech Using Vowel Space Area Interspeech 2017 IBA-Sys at SemEval-2017 Task 5: Fine-Grained Sentiment Analysis on Financial Microblogs and News SemEval 2017 Ideal Ratio Mask Estimation Using Deep Neural Networks for Monaural Speech Segregation in Noisy Reverberant Conditions Interspeech 2017 Identifying a Minimal Class of Models for High--dimensional Data JMLR 2017 Identifying Groups of Strongly Correlated Variables through Smoothed Ordered Weighted L_1-norms AISTATS 2017 IITPB at SemEval-2017 Task 5: Sentiment Prediction in Financial Text SemEval 2017 IIT-UHH at SemEval-2017 Task 3: Exploring Multiple Features for Community Question Answering and Implicit Dialogue Identification SemEval 2017 Image Super-Resolution via Deep Recursive Residual Network CVPR 2017