Regression

Deep Survival Analysis: Nonparametrics and Missingness MLHC 2018 DeepTravel: a Neural Network Based Travel Time Estimation Model with Auxiliary Supervision IJCAI 2018 Demonstrating and Modelling Systematic Time-varying Annotator Disagreement in Continuous Emotion Annotation Interspeech 2018 Dendritic cortical microcircuits approximate the backpropagation algorithm NeurIPS 2018 Derivative Estimation in Random Design NeurIPS 2018 Detecting non-causal artifacts in multivariate linear regression models ICML 2018 Determining Event Durations: Models and Error Analysis NAACL 2018 Differentially Private Regression with Gaussian Processes AISTATS 2018 Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting ICLR 2018 Diminishing Returns Shape Constraints for Interpretability and Regularization NeurIPS 2018 Direct Learning to Rank And Rerank AISTATS 2018 Direct Output Connection for a High-Rank Language Model EMNLP 2018 Direct Shape Regression Networks for End-to-End Face Alignment CVPR 2018 Discriminative Learning of Prediction Intervals AISTATS 2018 Disease-Atlas: Navigating Disease Trajectories using Deep Learning MLHC 2018 Divide and Grow: Capturing Huge Diversity in Crowd Images With Incrementally Growing CNN CVPR 2018 ECNU at SemEval-2018 Task 1: Emotion Intensity Prediction Using Effective Features and Machine Learning Models SemEval 2018 Effects of Dimensional Input on Paralinguistic Information Perceived from Synthesized Dialogue Speech with Neural Network Interspeech 2018 Efficient Algorithms for Non-convex Isotonic Regression through Submodular Optimization NeurIPS 2018 Efficient Algorithms for Outlier-Robust Regression COLT 2018 Efficient First-Order Algorithms for Adaptive Signal Denoising ICML 2018 Efficient inference for time-varying behavior during learning NeurIPS 2018 Efficient Learning with a Family of Nonconvex Regularizers by Redistributing Nonconvexity JMLR 2018 Efficient Online Scalar Annotation with Bounded Support ACL 2018 Efficient Subpixel Refinement With Symbolic Linear Predictors CVPR 2018