Regression

Reward Learning for Efficient Reinforcement Learning in Extractive Document Summarisation IJCAI 2019 Robust Estimation of Derivatives Using Locally Weighted Least Absolute Deviation Regression JMLR 2019 Robust Facial Landmark Localization Based on Two-Stage Cascaded Pose Regression AAAI 2019 Robustness of Statistical Voice Conversion Based on Direct Waveform Modification Against Background Sounds Interspeech 2019 Robust Singular Smoothers for Tracking Using Low-Fidelity Data RSS 2019 Sample Complexity of Learning Mixture of Sparse Linear Regressions NeurIPS 2019 Sample Compression for Real-Valued Learners ALT 2019 Sample-Optimal Low-Rank Approximation of Distance Matrices COLT 2019 Scalable Approximations for Generalized Linear Problems JMLR 2019 Scalable Gaussian Process Inference with Finite-data Mean and Variance Guarantees AISTATS 2019 Scalable High-Order Gaussian Process Regression AISTATS 2019 Scalable Interpretable Multi-Response Regression via SEED JMLR 2019 Scalable Unbalanced Optimal Transport using Generative Adversarial Networks ICLR 2019 Screening rules for Lasso with non-convex Sparse Regularizers ICML 2019 SDC-causing Error Detection Based on Lightweight Vulnerability Prediction ACML 2019 Search-Guided, Lightly-Supervised Training of Structured Prediction Energy Networks NeurIPS 2019 Seeing the Wind: Visual Wind Speed Prediction with a Coupled Convolutional and Recurrent Neural Network NeurIPS 2019 Segmentation-Driven 6D Object Pose Estimation CVPR 2019 Selecting Optimal Decisions via Distributionally Robust Nearest-Neighbor Regression NeurIPS 2019 Selective Refinement Network for High Performance Face Detection AAAI 2019 Self-Supervised Monocular Depth Hints ICCV 2019 Semantic Graph Convolutional Networks for 3D Human Pose Regression CVPR 2019 Semi-Analytic Resampling in Lasso JMLR 2019 Shape and Time Distortion Loss for Training Deep Time Series Forecasting Models NeurIPS 2019 Simultaneous Measurement Imputation and Outcome Prediction for Achilles Tendon Rupture Rehabilitation MLHC 2019