Regression

Revisiting Bellman Errors for Offline Model Selection ICML 2023 Reward Imputation with Sketching for Contextual Batched Bandits NeurIPS 2023 Risk-aware linear bandits with convex loss AISTATS 2023 Robot Structure Prior Guided Temporal Attention for Camera-to-Robot Pose Estimation From Image Sequence CVPR 2023 Robust and Agnostic Learning of Conditional Distributional Treatment Effects AISTATS 2023 Robust and Scalable Gaussian Process Regression and Its Applications CVPR 2023 Robust Gaussian process regression with the trimmed marginal likelihood UAI 2023 Robust High-Dimensional Low-Rank Matrix Estimation: Optimal Rate and Data-Adaptive Tuning JMLR 2023 Robustifying Generalizable Implicit Shape Networks with a Tunable Non-Parametric Model NeurIPS 2023 Robust Linear Regression for General Feature Distribution AISTATS 2023 Robust Linear Regression: Gradient-descent, Early-stopping, and Beyond AISTATS 2023 Robust Methods for High-Dimensional Linear Learning JMLR 2023 Robust Temporal Smoothness in Multi-Task Learning AAAI 2023 ROZAM at SemEval 2023 Task 9: Multilingual Tweet Intimacy Analysis SemEval 2023 Saddle-to-Saddle Dynamics in Diagonal Linear Networks NeurIPS 2023 Sampling from Gaussian Process Posteriors using Stochastic Gradient Descent NeurIPS 2023 SatBird: a Dataset for Bird Species Distribution Modeling using Remote Sensing and Citizen Science Data NeurIPS 2023 Scalable Bayesian Optimization Using Vecchia Approximations of Gaussian Processes AISTATS 2023 Scalable high-dimensional Bayesian varying coefficient models with unknown within-subject covariance JMLR 2023 Score-balanced Loss for Multi-aspect Pronunciation Assessment Interspeech 2023 Sea_and_Wine at SemEval-2023 Task 9: A Regression Model with Data Augmentation for Multilingual Intimacy Analysis SemEval 2023 Selective Nonparametric Regression via Testing ACML 2023 Semi-Random Sparse Recovery in Nearly-Linear Time COLT 2023 Semi-Supervised Contrastive Learning for Deep Regression with Ordinal Rankings from Spectral Seriation NeurIPS 2023 Semi-supervised learning of partial differential operators and dynamical flows UAI 2023