Regression

Survival regression with proper scoring rules and monotonic neural networks AISTATS 2022 Systematic Evaluation of Predictive Fairness AACL 2022 Target alignment in truncated kernel ridge regression NeurIPS 2022 Taylor, Can You Hear Me Now? A Taylor-Unfolding Framework for Monaural Speech Enhancement IJCAI 2022 TCU at SemEval-2022 Task 8: A Stacking Ensemble Transformer Model for Multilingual News Article Similarity SemEval 2022 Team Innovators at SemEval-2022 for Task 8: Multi-Task Training with Hyperpartisan and Semantic Relation for Multi-Lingual News Article Similarity SemEval 2022 Team TMA at SemEval-2022 Task 8: Lightweight and Language-Agnostic News Similarity Classifier SemEval 2022 Team ÚFAL at CMCL 2022 Shared Task: Figuring out the correct recipe for predicting Eye-Tracking features using Pretrained Language Models ACL 2022 Temporally-Consistent Survival Analysis NeurIPS 2022 Textomics: A Dataset for Genomics Data Summary Generation ACL 2022 TFPnP: Tuning-free Plug-and-Play Proximal Algorithms with Applications to Inverse Imaging Problems JMLR 2022 The 1st Clarity Prediction Challenge: A machine learning challenge for hearing aid intelligibility prediction Interspeech 2022 The Correlation-assisted Missing Data Estimator JMLR 2022 The Effects of Implicit and Explicit Feedback in an ASR-based Reading Tutor for Dutch First-graders Interspeech 2022 The Geometry of Uniqueness, Sparsity and Clustering in Penalized Estimation JMLR 2022 The Hessian Screening Rule NeurIPS 2022 The Implicit Bias of Benign Overfitting COLT 2022 The lack of theory is painful: Modeling Harshness in Peer Review Comments AACL 2022 The Power and Limitation of Pretraining-Finetuning for Linear Regression under Covariate Shift NeurIPS 2022 The price of ignorance: how much does it cost to forget noise structure in low-rank matrix estimation? NeurIPS 2022 The role of optimization geometry in single neuron learning AISTATS 2022 The Three Stages of Learning Dynamics in High-dimensional Kernel Methods ICLR 2022 Thresholded Lasso Bandit ICML 2022 Time Varying Regression with Hidden Linear Dynamics L4DC 2022 Toolbox for Multimodal Learn (scikit-multimodallearn) JMLR 2022