Regression

Band-Limited Gaussian Processes: The Sinc Kernel NeurIPS 2019 Beyond Least-Squares: Fast Rates for Regularized Empirical Risk Minimization through Self-Concordance COLT 2019 Bilinear Bandits with Low-rank Structure ICML 2019 Binarsity: a penalization for one-hot encoded features in linear supervised learning JMLR 2019 Binary Space Partitioning Forest AISTATS 2019 BridgeNet: A Continuity-Aware Probabilistic Network for Age Estimation CVPR 2019 CAFE: Adaptive VDI Workload Prediction with Multi-Grained Features AAAI 2019 CamNet: Coarse-to-Fine Retrieval for Camera Re-Localization ICCV 2019 Causal Regularization NeurIPS 2019 Charge-Based Prison Term Prediction with Deep Gating Network EMNLP 2019 CLVSA: A Convolutional LSTM Based Variational Sequence-to-Sequence Model with Attention for Predicting Trends of Financial Markets IJCAI 2019 Combining parametric and nonparametric models for off-policy evaluation ICML 2019 Computationally and Statistically Efficient Truncated Regression COLT 2019 Computing Full Conformal Prediction Set with Approximate Homotopy NeurIPS 2019 Conditionally Independent Multiresolution Gaussian Processes AISTATS 2019 Conditional Sparse L_p-norm Regression With Optimal Probability AISTATS 2019 Conformalized Quantile Regression NeurIPS 2019 Congestion Graphs for Automated Time Predictions AAAI 2019 Consensual Affine Transformations for Partial Valuation Aggregation AAAI 2019 Consistency of Interpolation with Laplace Kernels is a High-Dimensional Phenomenon COLT 2019 ContactDB: Analyzing and Predicting Grasp Contact via Thermal Imaging CVPR 2019 Content-based Dwell Time Engagement Prediction Model for News Articles NAACL 2019 Continuous Direct Sparse Visual Odometry from RGB-D Images RSS 2019 Convolutional Neural Networks for Financial Text Regression ACL 2019 Correcting the bias in least squares regression with volume-rescaled sampling AISTATS 2019