Regression

Neural Network-Based Modeling of Phonetic Durations Interspeech 2019 Non-Asymptotic Uniform Rates of Consistency for k-NN Regression AAAI 2019 Non-Compensatory Psychological Models for Recommender Systems AAAI 2019 Nonconvex Low-Rank Tensor Completion from Noisy Data NeurIPS 2019 Non-Convex Projected Gradient Descent for Generalized Low-Rank Tensor Regression JMLR 2019 Noninteractive Locally Private Learning of Linear Models via Polynomial Approximations ALT 2019 Non-Local ConvLSTM for Video Compression Artifact Reduction ICCV 2019 Nonparametric Regressive Point Processes Based on Conditional Gaussian Processes NeurIPS 2019 Objective Assessment of Social Skills Using Automated Language Analysis for Identification of Schizophrenia and Bipolar Disorder Interspeech 2019 Observing Dialogue in Therapy: Categorizing and Forecasting Behavioral Codes ACL 2019 On Fast Convergence of Proximal Algorithms for SQRT-Lasso Optimization: Don’t Worry About its Nonsmooth Loss Function UAI 2019 Online Forecasting of Total-Variation-bounded Sequences NeurIPS 2019 Online Learning to Rank with Features ICML 2019 On Medians of (Randomized) Pairwise Means ICML 2019 On Nonlinear Spatial Filtering in Multichannel Speech Enhancement Interspeech 2019 On Robustness of Principal Component Regression NeurIPS 2019 On Sparse Linear Regression in the Local Differential Privacy Model ICML 2019 On the Compositionality Prediction of Noun Phrases using Poincaré Embeddings ACL 2019 On the number of variables to use in principal component regression NeurIPS 2019 On the Spatial and Temporal Influence for the Reconstruction of Magnetic Resonance Fingerprinting MIDL 2019 Open Problem: Monotonicity of Learning COLT 2019 Optimal Sketching for Kronecker Product Regression and Low Rank Approximation NeurIPS 2019 Optimal Statistical Rates for Decentralised Non-Parametric Regression with Linear Speed-Up NeurIPS 2019 Optimization of Hierarchical Regression Model with Application to Optimizing Multi-Response Regression K-ary Trees AAAI 2019 Outlier-robust estimation of a sparse linear model using ℓ_1-penalized Huber's M-estimator NeurIPS 2019