Regression

Soft Tensor Regression JMLR 2021 Sparse Bayesian Learning via Stepwise Regression ICML 2021 Sparse Gaussian Processes Revisited: Bayesian Approaches to Inducing-Variable Approximations AISTATS 2021 Sparse Tensor Additive Regression JMLR 2021 Sparsity-Agnostic Lasso Bandit ICML 2021 Spatially-Varying Outdoor Lighting Estimation From Intrinsics CVPR 2021 Spatiotemporal Graph Neural Network for Performance Prediction of Photovoltaic Power Systems AAAI 2021 SPDE-Net: Neural Network based prediction of stabilization parameter for SUPG technique ACML 2021 Stability and Risk Bounds of Iterative Hard Thresholding AISTATS 2021 StablePose: Learning 6D Object Poses From Geometrically Stable Patches CVPR 2021 Stanford MLab at SemEval-2021 Task 1: Tree-Based Modelling of Lexical Complexity using Word Embeddings SemEval 2021 Statistical Estimation from Dependent Data ICML 2021 Statistically and Computationally Efficient Change Point Localization in Regression Settings JMLR 2021 Statistical Query Lower Bounds for List-Decodable Linear Regression NeurIPS 2021 Stochastic Gradient Descent Meets Distribution Regression AISTATS 2021 Stochastic Online Linear Regression: the Forward Algorithm to Replace Ridge NeurIPS 2021 Stochastic Process Regression for Cross-Cultural Speech Emotion Recognition Interspeech 2021 Student Knowledge Prediction for Teacher-Student Interaction AAAI 2021 Stylistic approaches to predicting Reddit popularity in diglossia ACL 2021 Sub-Seasonal Climate Forecasting via Machine Learning: Challenges, Analysis, and Advances AAAI 2021 Subset-of-data variational inference for deep Gaussian-processes regression UAI 2021 Support vector machines and linear regression coincide with very high-dimensional features NeurIPS 2021 Synergetic Learning of Heterogeneous Temporal Sequences for Multi-Horizon Probabilistic Forecasting AAAI 2021 Tackling the ADRESSO Challenge 2021: The MUET-RMIT System for Alzheimer’s Dementia Recognition from Spontaneous Speech Interspeech 2021 TALEP at CMCL 2021 Shared Task: Non Linear Combination of Low and High-Level Features for Predicting Eye-Tracking Data NAACL 2021