Regression

Can adult mental health be predicted by childhood future-self narratives? Insights from the CLPsych 2018 Shared Task NAACL 2018 Can We Trust the Bootstrap in High-dimensions? The Case of Linear Models JMLR 2018 Cause-Effect Inference by Comparing Regression Errors AISTATS 2018 Celer: a Fast Solver for the Lasso with Dual Extrapolation ICML 2018 Compact Convex Projections JMLR 2018 Comparison-Based Random Forests ICML 2018 Complex Word Identification Based on Frequency in a Learner Corpus NAACL 2018 Composite Marginal Likelihood Methods for Random Utility Models ICML 2018 Conditional Neural Processes ICML 2018 Constraining the Dynamics of Deep Probabilistic Models ICML 2018 Content-based Popularity Prediction of Online Petitions Using a Deep Regression Model ACL 2018 Convolutional Neural Networks based Click-Through Rate Prediction with Multiple Feature Sequences IJCAI 2018 Convolutional Sequence to Sequence Model for Human Dynamics CVPR 2018 Covariate Adjusted Precision Matrix Estimation via Nonconvex Optimization ICML 2018 Crowd Counting using Deep Recurrent Spatial-Aware Network IJCAI 2018 Crowd Counting With Deep Negative Correlation Learning CVPR 2018 Current and Future Psychological Health Prediction using Language and Socio-Demographics of Children for the CLPysch 2018 Shared Task NAACL 2018 DecideNet: Counting Varying Density Crowds Through Attention Guided Detection and Density Estimation CVPR 2018 Deconvolutional Time Series Regression: A Technique for Modeling Temporally Diffuse Effects EMNLP 2018 Deep End-to-End Time-of-Flight Imaging CVPR 2018 Deep Factorization Machines for Knowledge Tracing NAACL 2018 Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations JMLR 2018 DeepMVS: Learning Multi-View Stereopsis CVPR 2018 Deep Neural Networks as Gaussian Processes ICLR 2018 Deep Regression Forests for Age Estimation CVPR 2018