Regression

ℓ_1-regression with Heavy-tailed Distributions NeurIPS 2018 Accelerated Stochastic Power Iteration AISTATS 2018 Accelerating Stochastic Gradient Descent for Least Squares Regression COLT 2018 Accurate Uncertainties for Deep Learning Using Calibrated Regression ICML 2018 A Cluster Elastic Net for Multivariate Regression JMLR 2018 A Constructive Approach to L_0 Penalized Regression JMLR 2018 Active Learning for Non-Parametric Regression Using Purely Random Trees NeurIPS 2018 Actively Avoiding Nonsense in Generative Models COLT 2018 A Data Driven Approach to Predicting Rating Scores for New Restaurants ACML 2018 A Domain Guided CNN Architecture for Predicting Age from Structural Brain Images MLHC 2018 Adversarial Regression for Detecting Attacks in Cyber-Physical Systems IJCAI 2018 Adversarial Regression with Multiple Learners ICML 2018 Adversarial Time-to-Event Modeling ICML 2018 Age Estimation Using Expectation of Label Distribution Learning IJCAI 2018 Algorithmic Linearly Constrained Gaussian Processes NeurIPS 2018 AMNet: Memorability Estimation With Attention CVPR 2018 Amrita_student at SemEval-2018 Task 1: Distributed Representation of Social Media Text for Affects in Tweets SemEval 2018 Analysis of L2 Learners’ Progress of Distinguishing Mandarin Tone 2 and Tone 3 Interspeech 2018 Analytic solution and stationary phase approximation for the Bayesian lasso and elastic net NeurIPS 2018 Analyzing EEG Signals in Auditory Speech Comprehension Using Temporal Response Functions and Generalized Additive Models Interspeech 2018 An Approach to the CLPsych 2018 Shared Task Using Top-Down Text Representation and Simple Bottom-Up Model Selection NAACL 2018 An Efficient and Provable Approach for Mixture Proportion Estimation Using Linear Independence Assumption CVPR 2018 An Efficient Pruning Algorithm for Robust Isotonic Regression NeurIPS 2018 An Estimation and Analysis Framework for the Rasch Model ICML 2018 An Improved Analysis of Alternating Minimization for Structured Multi-Response Regression NeurIPS 2018