Regression

To What Extent Does Lexical Normalization Help English-as-a-Second Language Learners to Read Noisy English Texts? EMNLP 2021 Tractable computation of expected kernels UAI 2021 Tractable contextual bandits beyond realizability AISTATS 2021 Traffic Flow Prediction with Vehicle Trajectories AAAI 2021 Training Data Subset Selection for Regression with Controlled Generalization Error ICML 2021 Trees with Attention for Set Prediction Tasks ICML 2021 Tripartite Collaborative Filtering with Observability and Selection for Debiasing Rating Estimation on Missing-Not-at-Random Data AAAI 2021 Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions NeurIPS 2021 Tsia at SemEval-2021 Task 7: Detecting and Rating Humor and Offense SemEval 2021 TUDA-CCL at SemEval-2021 Task 1: Using Gradient-boosted Regression Tree Ensembles Trained on a Heterogeneous Feature Set for Predicting Lexical Complexity SemEval 2021 UCB-based Algorithms for Multinomial Logistic Regression Bandits NeurIPS 2021 Unbalanced Optimal Transport through Non-negative Penalized Linear Regression NeurIPS 2021 UNBNLP at SemEval-2021 Task 1: Predicting lexical complexity with masked language models and character-level encoders SemEval 2021 Uncertainty-aware sensitivity analysis using Rényi divergences UAI 2021 Uncertainty-Aware Time-to-Event Prediction using Deep Kernel Accelerated Failure Time Models MLHC 2021 Uncertainty-Driven Loss for Single Image Super-Resolution NeurIPS 2021 Uncertainty in Gradient Boosting via Ensembles ICLR 2021 Understanding and Mitigating Accuracy Disparity in Regression ICML 2021 Understanding the Impact of Mistakes on Background Regions in Crowd Counting WACV 2021 Understanding the Under-Coverage Bias in Uncertainty Estimation NeurIPS 2021 UnibucKernel: Geolocating Swiss German Jodels Using Ensemble Learning EACL 2021 Uniform Consistency of Cross-Validation Estimators for High-Dimensional Ridge Regression AISTATS 2021 Uniformity in Heterogeneity: Diving Deep Into Count Interval Partition for Crowd Counting ICCV 2021 Unifying Brain Age Prediction and Age-Conditioned Template Generation with a Deterministic Autoencoder MIDL 2021 Unlinked Monotone Regression JMLR 2021