Regression

$β^3$-IRT: A New Item Response Model and its Applications AISTATS 2019 A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation From a Single Depth Image ICCV 2019 A Block Coordinate Descent Proximal Method for Simultaneous Filtering and Parameter Estimation ICML 2019 A Case Study on Neural Headline Generation for Editing Support NAACL 2019 Accurate and Interpretable Factorization Machines AAAI 2019 A Continuous-Time View of Early Stopping for Least Squares Regression AISTATS 2019 Acoustic and Articulatory Feature Based Speech Rate Estimation Using a Convolutional Dense Neural Network Interspeech 2019 Active Change-Point Detection ACML 2019 Active Manifolds: A non-linear analogue to Active Subspaces ICML 2019 Active Regression via Linear-Sample Sparsification COLT 2019 Adapting Neural Networks for the Estimation of Treatment Effects NeurIPS 2019 Adaptive Density Map Generation for Crowd Counting ICCV 2019 Adaptive Hard Thresholding for Near-optimal Consistent Robust Regression COLT 2019 Adaptive truncated residual regression for fine-grained regression problems ACML 2019 Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression ICCV 2019 ADCrowdNet: An Attention-Injective Deformable Convolutional Network for Crowd Understanding CVPR 2019 Adversarial Attention Modeling for Multi-dimensional Emotion Regression ACL 2019 A Fast Machine Learning Workflow for Rapid Phenotype Prediction from Whole Shotgun Metagenomes AAAI 2019 Aggressive Driving Saves More Time? Multi-task Learning for Customized Travel Time Estimation IJCAI 2019 A Gradient-Based Split Criterion for Highly Accurate and Transparent Model Trees IJCAI 2019 Algorithmic Analysis and Statistical Estimation of SLOPE via Approximate Message Passing NeurIPS 2019 Algorithms for Estimating Trends in Global Temperature Volatility AAAI 2019 All-Weather Deep Outdoor Lighting Estimation CVPR 2019 Amsterdam to Dublin Eventually Delayed? LSTM and Transfer Learning for Predicting Delays of Low Cost Airlines AAAI 2019 A Multi-Speaker Emotion Morphing Model Using Highway Networks and Maximum Likelihood Objective Interspeech 2019