Regression

Approximation Schemes for ReLU Regression COLT 2020 A Pyramid Recurrent Network for Predicting Crowdsourced Speech-Quality Ratings of Real-World Signals Interspeech 2020 Arabic Curriculum Analysis COLING 2020 A random matrix analysis of random Fourier features: beyond the Gaussian kernel, a precise phase transition, and the corresponding double descent NeurIPS 2020 A Regularization-Based Adaptive Test for High-Dimensional GLMs JMLR 2020 A Robust Univariate Mean Estimator is All You Need AISTATS 2020 A Sequential Convolution Network for Population Flow Prediction with Explicitly Correlation Modelling IJCAI 2020 A simple normative network approximates local non-Hebbian learning in the cortex NeurIPS 2020 A Sparse Semismooth Newton Based Proximal Majorization-Minimization Algorithm for Nonconvex Square-Root-Loss Regression Problems JMLR 2020 A Spatial Missing Value Imputation Method for Multi-view Urban Statistical Data IJCAI 2020 A Spatiotemporal Volumetric Interpolation Network for 4D Dynamic Medical Image CVPR 2020 Aspect-Similarity-Aware Historical Influence Modeling for Rating Prediction COLING 2020 A Statistical Learning Approach to Modal Regression JMLR 2020 Asymptotic Errors for High-Dimensional Convex Penalized Linear Regression beyond Gaussian Matrices COLT 2020 A Theoretical and Practical Framework for Regression and Classification from Truncated Samples AISTATS 2020 A Three-Parameter Rank-Frequency Relation in Natural Languages ACL 2020 Attention-over-Attention Field-Aware Factorization Machine AAAI 2020 Attention Scaling for Crowd Counting CVPR 2020 A Unified Framework for Knowledge Intensive Gradient Boosting: Leveraging Human Experts for Noisy Sparse Domains AAAI 2020 Autofocused oracles for model-based design NeurIPS 2020 Automated Prediction of Examinee Proficiency from Short-Answer Questions COLING 2020 Automated Screening for Alzheimer’s Dementia Through Spontaneous Speech Interspeech 2020 Automatic Estimation of Intelligibility Measure for Consonants in Speech Interspeech 2020 Automatic Scoring at Multi-Granularity for L2 Pronunciation Interspeech 2020 Bayesian Model Selection with Graph Structured Sparsity JMLR 2020