Regression

A Bounded Ability Estimation for Computerized Adaptive Testing NeurIPS 2023 Accurate Interpolation for Scattered Data through Hierarchical Residual Refinement NeurIPS 2023 A Comparative Study of Ranking Formulas Based on Consistency IJCAI 2023 Active Collaborative Localization in Heterogeneous Robot Teams RSS 2023 Actually Sparse Variational Gaussian Processes AISTATS 2023 Adaptive Cholesky Gaussian Processes AISTATS 2023 Adaptive Conditional Quantile Neural Processes UAI 2023 Adaptive Principal Component Regression with Applications to Panel Data NeurIPS 2023 Advancing Multi-Criteria Chinese Word Segmentation Through Criterion Classification and Denoising ACL 2023 Adversarially Robust PAC Learnability of Real-Valued Functions ICML 2023 A dynamic model of lexical experience for tracking of oral reading fluency ACL 2023 A Fast and Accurate Estimator for Large Scale Linear Model via Data Averaging NeurIPS 2023 A Framework and Benchmark for Deep Batch Active Learning for Regression JMLR 2023 Agnostically Learning Single-Index Models using Omnipredictors NeurIPS 2023 Agnostic PAC Learning of k-juntas Using L_2-Polynomial Regression AISTATS 2023 AirDelhi: Fine-Grained Spatio-Temporal Particulate Matter Dataset From Delhi For ML based Modeling NeurIPS 2023 A Large-Scale Study of Probabilistic Calibration in Neural Network Regression ICML 2023 ALDi: Quantifying the Arabic Level of Dialectness of Text EMNLP 2023 A Lower Bound for Linear and Kernel Regression with Adaptive Covariates COLT 2023 A Meta-Learning Approach to Predicting Performance and Data Requirements CVPR 2023 A Model-free Closeness-of-influence Test for Features in Supervised Learning ICML 2023 A Multi-Task Gaussian Process Model for Inferring Time-Varying Treatment Effects in Panel Data AISTATS 2023 An Adaptive Algorithm for Learning with Unknown Distribution Drift NeurIPS 2023 Analysis and automatic prediction of exertion from speech: Contrasting objective and subjective measures collected while running Interspeech 2023 Analyzing Subjectivity Using a Transformer-Based Regressor Trained on Naïve Speakers’ Judgements ACL 2023