Regression

IAPUCP at SemEval-2021 Task 1: Stacking Fine-Tuned Transformers is Almost All You Need for Lexical Complexity Prediction SemEval 2021 IITK@LCP at SemEval-2021 Task 1: Classification for Lexical Complexity Regression Task SemEval 2021 Implicit Sparse Regularization: The Impact of Depth and Early Stopping NeurIPS 2021 Improved Shrinkage Prediction under a Spiked Covariance Structure JMLR 2021 Improving Conditional Coverage via Orthogonal Quantile Regression NeurIPS 2021 Improving Math Word Problems with Pre-trained Knowledge and Hierarchical Reasoning EMNLP 2021 In-Database Regression in Input Sparsity Time ICML 2021 Individual Differences in the Movement-Mood Relationship in Digital Life Data NAACL 2021 Inference for the Case Probability in High-dimensional Logistic Regression JMLR 2021 Inference In High-dimensional Single-Index Models Under Symmetric Designs JMLR 2021 Information criteria for non-normalized models JMLR 2021 Input Convex Neural Networks for Building MPC L4DC 2021 Integrating Static and Dynamic Data for Improved Prediction of Cognitive Declines Using Augmented Genotype-Phenotype Representations AAAI 2021 Interpolation can hurt robust generalization even when there is no noise NeurIPS 2021 Inverse-Weighted Survival Games NeurIPS 2021 Investigating the Utility of Multimodal Conversational Technology and Audiovisual Analytic Measures for the Assessment and Monitoring of Amyotrophic Lateral Sclerosis at Scale Interspeech 2021 IrEne: Interpretable Energy Prediction for Transformers ACL 2021 Ising Model Selection Using ℓ_1-Regularized Linear Regression: A Statistical Mechanics Analysis NeurIPS 2021 Jump-Starting Item Parameters for Adaptive Language Tests EMNLP 2021 JUST-BLUE at SemEval-2021 Task 1: Predicting Lexical Complexity using BERT and RoBERTa Pre-trained Language Models SemEval 2021 katildakat at SemEval-2021 Task 1: Lexical Complexity Prediction of Single Words and Multi-Word Expressions in English SemEval 2021 Kernel-Based Reinforcement Learning: A Finite-Time Analysis ICML 2021 Kernel Functional Optimisation NeurIPS 2021 Kernel Identification Through Transformers NeurIPS 2021 Kernel regression in high dimensions: Refined analysis beyond double descent AISTATS 2021