Regression

An Iterative, Sketching-based Framework for Ridge Regression ICML 2018 A Novel Whisker Sensor Used for 3D Contact Point Determination and Contour Extraction RSS 2018 Approximate Leave-One-Out for Fast Parameter Tuning in High Dimensions ICML 2018 A Psychologically Informed Approach to CLPsych Shared Task 2018 NAACL 2018 ARB-SEN at SemEval-2018 Task1: A New Set of Features for Enhancing the Sentiment Intensity Prediction in Arabic Tweets SemEval 2018 A Robust Learning Approach for Regression Models Based on Distributionally Robust Optimization JMLR 2018 Articulatory-to-speech Conversion Using Bi-directional Long Short-term Memory Interspeech 2018 Assessing Quality Estimation Models for Sentence-Level Prediction COLING 2018 A Structured Prediction Approach for Label Ranking NeurIPS 2018 A Two-Stage Penalized Least Squares Method for Constructing Large Systems of Structural Equations JMLR 2018 A Unified Dynamic Approach to Sparse Model Selection AISTATS 2018 Automatically Inferring Data Quality for Spatiotemporal Forecasting ICLR 2018 Automatically Measuring L2 Speech Fluency without the Need of ASR: A Proof-of-concept Study with Japanese Learners of French Interspeech 2018 Automatic Evaluation of Speech Intelligibility Based on I-vectors in the Context of Head and Neck Cancers Interspeech 2018 Autoregressive Convolutional Neural Networks for Asynchronous Time Series ICML 2018 Autoregressive Quantile Networks for Generative Modeling ICML 2018 Average Stability is Invariant to Data Preconditioning. Implications to Exp-concave Empirical Risk Minimization JMLR 2018 Bayesian Approaches to Distribution Regression AISTATS 2018 Beyond Similar and Dissimilar Relations : A Kernel Regression Formulation for Metric Learning IJCAI 2018 Bilateral Ordinal Relevance Multi-Instance Regression for Facial Action Unit Intensity Estimation CVPR 2018 Bilevel learning of the Group Lasso structure NeurIPS 2018 Binaural Speech Intelligibility Estimation Using Deep Neural Networks Interspeech 2018 Blind Predicting Similar Quality Map for Image Quality Assessment CVPR 2018 Boosted Sparse and Low-Rank Tensor Regression NeurIPS 2018 BRITS: Bidirectional Recurrent Imputation for Time Series NeurIPS 2018