Regression

Meta-Surrogate Benchmarking for Hyperparameter Optimization NeurIPS 2019 Meta-Weighted Gaussian Process Experts for Personalized Forecasting of AD Cognitive Changes MLHC 2019 MFBO-SSM: Multi-Fidelity Bayesian Optimization for Fast Inference in State-Space Models AAAI 2019 Minimax experimental design: Bridging the gap between statistical and worst-case approaches to least squares regression COLT 2019 Minimizers of the Empirical Risk and Risk Monotonicity NeurIPS 2019 MMFace: A Multi-Metric Regression Network for Unconstrained Face Reconstruction CVPR 2019 Modeling language learning using specialized Elo rating ACL 2019 Modelling heterogeneous distributions with an Uncountable Mixture of Asymmetric Laplacians NeurIPS 2019 Modelling Uncertainty in Collaborative Document Quality Assessment EMNLP 2019 Model Selection via the VC Dimension JMLR 2019 More Efficient Estimation for Logistic Regression with Optimal Subsamples JMLR 2019 MOSNet: Deep Learning-Based Objective Assessment for Voice Conversion Interspeech 2019 MSR: Multi-Scale Shape Regression for Scene Text Detection IJCAI 2019 Multi-Level Bottom-Top and Top-Bottom Feature Fusion for Crowd Counting ICCV 2019 Multi-Level Deep Cascade Trees for Conversion Rate Prediction in Recommendation System AAAI 2019 Multi-Observation Regression AISTATS 2019 Multiplicative local linear hazard estimation and best one-sided cross-validation JMLR 2019 Multi-resolution Multi-task Gaussian Processes NeurIPS 2019 Multi-Task Ordinal Regression for Jointly Predicting the Trustworthiness and the Leading Political Ideology of News Media NAACL 2019 Multivariate Distributionally Robust Convex Regression under Absolute Error Loss NeurIPS 2019 Multivariate Time Series Prediction Based on Optimized Temporal Convolutional Networks with Stacked Auto-encoders ACML 2019 Nearest Neighbor and Kernel Survival Analysis: Nonasymptotic Error Bounds and Strong Consistency Rates ICML 2019 Near optimal finite time identification of arbitrary linear dynamical systems ICML 2019 Nesti-Net: Normal Estimation for Unstructured 3D Point Clouds Using Convolutional Neural Networks CVPR 2019 Neural Network based Continuous Conditional Random Field for Fine-grained Crime Prediction IJCAI 2019