Regression

Semi-supervised Feature Selection via Rescaled Linear Regression IJCAI 2017 Sense Beauty by Label Distribution Learning IJCAI 2017 Sharp Oracle Inequalities for Square Root Regularization JMLR 2017 Sketched Ridge Regression: Optimization Perspective, Statistical Perspective, and Model Averaging ICML 2017 Sobolev Training for Neural Networks NeurIPS 2017 Soft-Margin Mixture of Regressions CVPR 2017 Solid Harmonic Wavelet Scattering: Predicting Quantum Molecular Energy from Invariant Descriptors of 3D Electronic Densities NeurIPS 2017 Source-Target Similarity Modelings for Multi-Source Transfer Gaussian Process Regression ICML 2017 Sparse + Group-Sparse Dirty Models: Statistical Guarantees without Unreasonable Conditions and a Case for Non-Convexity ICML 2017 Sparse Non-Negative Matrix Language Modeling: Maximum Entropy Flexibility on the Cheap Interspeech 2017 Speaker Dependent Approach for Enhancing a Glossectomy Patient’s Speech via GMM-Based Voice Conversion Interspeech 2017 Speaker-Dependent WaveNet Vocoder Interspeech 2017 Spectral Mixture Kernels for Multi-Output Gaussian Processes NeurIPS 2017 SSN_MLRG1 at SemEval-2017 Task 5: Fine-Grained Sentiment Analysis Using Multiple Kernel Gaussian Process Regression Model SemEval 2017 Stabilized Sparse Online Learning for Sparse Data JMLR 2017 Stochastic Composite Least-Squares Regression with Convergence Rate $O(1/n)$ COLT 2017 STORE: Sparse Tensor Response Regression and Neuroimaging Analysis JMLR 2017 STS-UHH at SemEval-2017 Task 1: Scoring Semantic Textual Similarity Using Supervised and Unsupervised Ensemble SemEval 2017 Student-t Process Regression with Student-t Likelihood IJCAI 2017 Subspace Clustering via Variance Regularized Ridge Regression CVPR 2017 Superpixel-Based Tracking-By-Segmentation Using Markov Chains CVPR 2017 Switching Convolutional Neural Network for Crowd Counting CVPR 2017 TakeLab at SemEval-2017 Task 5: Linear aggregation of word embeddings for fine-grained sentiment analysis of financial news SemEval 2017 Temporal Orientation of Tweets for Predicting Income of Users ACL 2017 The Recognition of Compounds: A Computational Account Interspeech 2017