Regression

SoDeep: A Sorting Deep Net to Learn Ranking Loss Surrogates CVPR 2019 Soft Labels for Ordinal Regression CVPR 2019 Solving the OSCAR and SLOPE Models Using a Semismooth Newton-Based Augmented Lagrangian Method JMLR 2019 Space lower bounds for linear prediction in the streaming model COLT 2019 Sparse High-Dimensional Isotonic Regression NeurIPS 2019 Sparse Kernel Regression with Coefficient-based ℓ_q-regularization JMLR 2019 Spatiality Preservable Factored Poisson Regression for Large-Scale Fine-Grained GPS-Based Population Analysis AAAI 2019 Spatially Aggregated Gaussian Processes with Multivariate Areal Outputs NeurIPS 2019 Spatio-Temporal Prediction of Dialectal Variant Usage ACL 2019 Spectral Subspace Analysis for Automatic Assessment of Pathological Speech Intelligibility Interspeech 2019 Speech Based Emotion Prediction: Can a Linear Model Work? Interspeech 2019 Speech-based Estimation of Bulbar Regression in Amyotrophic Lateral Sclerosis NAACL 2019 Speech Quality Evaluation of Synthesized Japanese Speech Using EEG Interspeech 2019 Spherical Regression: Learning Viewpoints, Surface Normals and 3D Rotations on N-Spheres CVPR 2019 SPIRE-fluent: A Self-Learning App for Tutoring Oral Fluency to Second Language English Learners Interspeech 2019 Stochastic Gradient Trees ACML 2019 Stochastic Variance Reduced Primal Dual Algorithms for Empirical Composition Optimization NeurIPS 2019 Structured and Sparse Annotations for Image Emotion Distribution Learning AAAI 2019 Structured Prediction Helps 3D Human Motion Modelling ICCV 2019 Structured Prediction with Projection Oracles NeurIPS 2019 Sublinear Time Numerical Linear Algebra for Structured Matrices AAAI 2019 Subtask Gated Networks for Non-Intrusive Load Monitoring AAAI 2019 Sum-of-squares meets square loss: Fast rates for agnostic tensor completion COLT 2019 Supervised Fitting of Geometric Primitives to 3D Point Clouds CVPR 2019 Supervised User Ranking in Signed Social Networks AAAI 2019