Regression

PurdueNLP at SemEval-2017 Task 1: Predicting Semantic Textual Similarity with Paraphrase and Event Embeddings SemEval 2017 Random Fourier Features for Kernel Ridge Regression: Approximation Bounds and Statistical Guarantees ICML 2017 Random Permutation Online Isotonic Regression NeurIPS 2017 Rank Aggregation and Prediction with Item Features AISTATS 2017 Rank Determination for Low-Rank Data Completion JMLR 2017 Rates of estimation for determinantal point processes COLT 2017 Recommendation vs Sentiment Analysis: A Text-Driven Latent Factor Model for Rating Prediction with Cold-Start Awareness IJCAI 2017 Reflectance Adaptive Filtering Improves Intrinsic Image Estimation CVPR 2017 Regression Uncertainty on the Grassmannian AISTATS 2017 Regularising Non-linear Models Using Feature Side-information ICML 2017 Regularized Estimation and Testing for High-Dimensional Multi-Block Vector-Autoregressive Models JMLR 2017 Regularized Modal Regression with Applications in Cognitive Impairment Prediction NeurIPS 2017 Revenue Optimization with Approximate Bid Predictions NeurIPS 2017 Riemannian Nonlinear Mixed Effects Models: Analyzing Longitudinal Deformations in Neuroimaging CVPR 2017 Robust Energy Minimization for BRDF-Invariant Shape From Light Fields CVPR 2017 Robust Probabilistic Modeling with Bayesian Data Reweighting ICML 2017 Robust Regression via Heuristic Hard Thresholding IJCAI 2017 Robust Softmax Regression for Multi-class Classification with Self-Paced Learning IJCAI 2017 Robust Structured Estimation with Single-Index Models ICML 2017 Robust Survey Aggregation with Student-t Distribution and Sparse Representation IJCAI 2017 Rule-Enhanced Penalized Regression by Column Generation using Rectangular Maximum Agreement ICML 2017 Second-Order Kernel Online Convex Optimization with Adaptive Sketching ICML 2017 Self-paced Mixture of Regressions IJCAI 2017 SemEval-2017 Task 1: Semantic Textual Similarity Multilingual and Crosslingual Focused Evaluation SemEval 2017 SemEval-2017 Task 6: #HashtagWars: Learning a Sense of Humor SemEval 2017