Regression

Sample Efficient Stochastic Gradient Iterative Hard Thresholding Method for Stochastic Sparse Linear Regression with Limited Attribute Observation NeurIPS 2018 Saturating Splines and Feature Selection JMLR 2018 Scalable Gaussian Processes with Billions of Inducing Inputs via Tensor Train Decomposition AISTATS 2018 Scalable Gaussian Processes with Grid-Structured Eigenfunctions (GP-GRIEF) ICML 2018 Seglearn: A Python Package for Learning Sequences and Time Series JMLR 2018 Selecting Representative Examples for Program Synthesis ICML 2018 Self-Supervised Multi-Level Face Model Learning for Monocular Reconstruction at Over 250 Hz CVPR 2018 SemEval-2018 Task 1: Affect in Tweets SemEval 2018 Semiparametric Contextual Bandits ICML 2018 Semi-supervised Deep Kernel Learning: Regression with Unlabeled Data by Minimizing Predictive Variance NeurIPS 2018 Sensorimotor Response to Tongue Displacement Imagery by Talkers with Parkinson’s Disease Interspeech 2018 Signal and Noise Statistics Oblivious Orthogonal Matching Pursuit ICML 2018 Sketched Ridge Regression: Optimization Perspective, Statistical Perspective, and Model Averaging JMLR 2018 Sketching for Kronecker Product Regression and P-splines AISTATS 2018 Snap ML: A Hierarchical Framework for Machine Learning NeurIPS 2018 Sparse Linear Isotonic Models AISTATS 2018 Sparse PCA from Sparse Linear Regression NeurIPS 2018 Sparsity-Constrained Weight Mapping for Head-Related Transfer Functions Individualization from Anthropometric Features Interspeech 2018 Spatio-Temporal Check-in Time Prediction with Recurrent Neural Network based Survival Analysis IJCAI 2018 SQL-Rank: A Listwise Approach to Collaborative Ranking ICML 2018 SSN MLRG1 at SemEval-2018 Task 1: Emotion and Sentiment Intensity Detection Using Rule Based Feature Selection SemEval 2018 SSR-Net: A Compact Soft Stagewise Regression Network for Age Estimation IJCAI 2018 Statistical Optimality of Stochastic Gradient Descent on Hard Learning Problems through Multiple Passes NeurIPS 2018 Statistical Sparse Online Regression: A Diffusion Approximation Perspective AISTATS 2018 Stochastic Primal-Dual Method for Empirical Risk Minimization with O(1) Per-Iteration Complexity NeurIPS 2018