Regression

Multi-Type Urban Crime Prediction AAAI 2022 Multivariate Boosted Trees and Applications to Forecasting and Control JMLR 2022 Multivariate Quantile Function Forecaster AISTATS 2022 Multivariate Time-Series Forecasting with Temporal Polynomial Graph Neural Networks NeurIPS 2022 (Nearly) Optimal Private Linear Regression for Sub-Gaussian Data via Adaptive Clipping COLT 2022 Near-optimal rate of consistency for linear models with missing values ICML 2022 Network Regression with Graph Laplacians JMLR 2022 Neural Fields As Learnable Kernels for 3D Reconstruction CVPR 2022 Neural Network-augmented Kalman Filtering for Robust Online Speech Dereverberation in Noisy Reverberant Environments Interspeech 2022 New Coresets for Projective Clustering and Applications AISTATS 2022 New Insights for the Multivariate Square-Root Lasso JMLR 2022 niksss at SemEval-2022 Task7:Transformers for Grading the Clarifications on Instructional Texts SemEval 2022 NLPOP: a Dataset for Popularity Prediction of Promoted NLP Research on Twitter ACL 2022 NODE-GAM: Neural Generalized Additive Model for Interpretable Deep Learning ICLR 2022 NOMU: Neural Optimization-based Model Uncertainty ICML 2022 Non-asymptotic and Accurate Learning of Nonlinear Dynamical Systems JMLR 2022 Nonconvex Matrix Completion with Linearly Parameterized Factors JMLR 2022 Non-intrusive Speech Intelligibility Metric Prediction for Hearing Impaired Individuals Interspeech 2022 Non-intrusive Speech Quality Assessment with a Multi-Task Learning based Subband Adaptive Attention Temporal Convolutional Neural Network Interspeech 2022 Non-Linear Pairwise Language Mappings for Low-Resource Multilingual Acoustic Model Fusion Interspeech 2022 Nonparametric adaptive control and prediction: theory and randomized algorithms JMLR 2022 Non-parametric Inference Adaptive to Intrinsic Dimension CLeaR 2022 Nonparametric Principal Subspace Regression JMLR 2022 No-Reference Image Quality Assessment via Transformers, Relative Ranking, and Self-Consistency WACV 2022 NU HLT at CMCL 2022 Shared Task: Multilingual and Crosslingual Prediction of Human Reading Behavior in Universal Language Space ACL 2022