Regression

Short-Term Solar Irradiance Prediction From Sky Images With a Clear Sky Model WACV 2022 Single Trajectory Nonparametric Learning of Nonlinear Dynamics COLT 2022 Size and depth of monotone neural networks: interpolation and approximation NeurIPS 2022 SketchBoost: Fast Gradient Boosted Decision Tree for Multioutput Problems NeurIPS 2022 Sketching Algorithms and Lower Bounds for Ridge Regression ICML 2022 Small Footprint Neural Networks for Acoustic Direction of Arrival Estimation Interspeech 2022 Sobolev Acceleration and Statistical Optimality for Learning Elliptic Equations via Gradient Descent NeurIPS 2022 SODEN: A Scalable Continuous-Time Survival Model through Ordinary Differential Equation Networks JMLR 2022 Sparse Additive Gaussian Process Regression JMLR 2022 Sparse Interaction Additive Networks via Feature Interaction Detection and Sparse Selection NeurIPS 2022 Sparse Mixed Linear Regression with Guarantees: Taming an Intractable Problem with Invex Relaxation ICML 2022 Spatial Multivariate Trees for Big Data Bayesian Regression JMLR 2022 Speech Intelligibility Prediction for Hearing-Impaired Listeners with the LEAP Model Interspeech 2022 Spline-PINN: Approaching PDEs without Data Using Fast, Physics-Informed Hermite-Spline CNNs AAAI 2022 “splink” is happy and “phrouth” is scary: Emotion Intensity Analysis for Nonsense Words ACL 2022 Statistical Learning and Inverse Problems: A Stochastic Gradient Approach NeurIPS 2022 Stiffness-aware neural network for learning Hamiltonian systems ICLR 2022 Stochastic DCA with Variance Reduction and Applications in Machine Learning JMLR 2022 Streaming model for Acoustic to Articulatory Inversion with transformer networks Interspeech 2022 Structural Networks for Brain Age Prediction MIDL 2022 Structure-Aware Flow Generation for Human Body Reshaping CVPR 2022 Sufficient reductions in regression with mixed predictors JMLR 2022 Summarization of Long Input Texts Using Multi-Layer Neural Network COLING 2022 Survival Analysis for Idiopathic Pulmonary Fibrosis using CT Images and Incomplete Clinical Data MIDL 2022 Survival Mixture Density Networks MLHC 2022