Regression

Instance-Level Future Motion Estimation in a Single Image Based on Ordinal Regression ICCV 2019 Interaction Hard Thresholding: Consistent Sparse Quadratic Regression in Sub-quadratic Time and Space NeurIPS 2019 InteractionNN: A Neural Network for Learning Hidden Features in Sparse Prediction IJCAI 2019 Interpolation-Prediction Networks for Irregularly Sampled Time Series ICLR 2019 Interpretable Predictive Modeling for Climate Variables with Weighted Lasso AAAI 2019 Is advance knowledge of flow sizes a plausible assumption? NSDI 2019 iSplit LBI: Individualized Partial Ranking with Ties via Split LBI NeurIPS 2019 Iterative Bayesian Learning for Crowdsourced Regression AISTATS 2019 Iterative Least Trimmed Squares for Mixed Linear Regression NeurIPS 2019 Ivanov-Regularised Least-Squares Estimators over Large RKHSs and Their Interpolation Spaces JMLR 2019 Joint Acne Image Grading and Counting via Label Distribution Learning ICCV 2019 Joint Demosaicking and Denoising by Fine-Tuning of Bursts of Raw Images ICCV 2019 Kalman Filter, Sensor Fusion, and Constrained Regression: Equivalences and Insights NeurIPS 2019 Kernel Instrumental Variable Regression NeurIPS 2019 Kernel Machines Beat Deep Neural Networks on Mask-Based Single-Channel Speech Enhancement Interspeech 2019 Kernel Truncated Randomized Ridge Regression: Optimal Rates and Low Noise Acceleration NeurIPS 2019 KL-Divergence Regularized Deep Neural Network Adaptation for Low-Resource Speaker-Dependent Speech Enhancement Interspeech 2019 Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing AAAI 2019 Know Your Boundaries: Constraining Gaussian Processes by Variational Harmonic Features AISTATS 2019 Large-scale optimal transport map estimation using projection pursuit NeurIPS 2019 Layer-Wise Learning Strategy for Nonparametric Tensor Product Smoothing Spline Regression and Graphical Models JMLR 2019 Learning-Based Sampling for Natural Image Matting CVPR 2019 Learning concise representations for regression by evolving networks of trees ICLR 2019 Learning Linear Dynamical Systems with Semi-Parametric Least Squares COLT 2019 Learning Neural Networks with Adaptive Regularization NeurIPS 2019