Regression

Foolish Crowds Support Benign Overfitting JMLR 2022 Forecasting the Number of Tenants At-Risk of Formal Eviction: A Machine Learning Approach to Inform Public Policy IJCAI 2022 FriendlyCore: Practical Differentially Private Aggregation ICML 2022 From Polarity to Intensity: Mining Morality from Semantic Space COLING 2022 Functional Linear Regression with Mixed Predictors JMLR 2022 Functional Output Regression with Infimal Convolution: Exploring the Huber and $ε$-insensitive Losses ICML 2022 Fusing Priori and Posteriori Metrics for Automatic Dataset Annotation of Planar Grasping CoRL 2022 GAGA: Deciphering Age-path of Generalized Self-paced Regularizer NeurIPS 2022 Gaussian process regression: Optimality, robustness, and relationship with kernel ridge regression JMLR 2022 Gauss-Legendre Features for Gaussian Process Regression JMLR 2022 Generalized Matrix Factorization: efficient algorithms for fitting generalized linear latent variable models to large data arrays JMLR 2022 Generalized Results for the Existence and Consistency of the MLE in the Bradley-Terry-Luce Model ICML 2022 Generalized Sparse Additive Models JMLR 2022 Generic Coreset for Scalable Learning of Monotonic Kernels: Logistic Regression, Sigmoid and more ICML 2022 GLD-Net: Improving Monaural Speech Enhancement by Learning Global and Local Dependency Features with GLD Block Interspeech 2022 Global Convergence of Federated Learning for Mixed Regression NeurIPS 2022 Global Linear and Local Superlinear Convergence of IRLS for Non-Smooth Robust Regression NeurIPS 2022 Global Signal-to-noise Ratio Estimation Based on Multi-subband Processing Using Convolutional Neural Network Interspeech 2022 Glottal inverse filtering based on articulatory synthesis and deep learning Interspeech 2022 Gradient flow dynamics of shallow ReLU networks for square loss and orthogonal inputs NeurIPS 2022 Graph Neural Controlled Differential Equations for Traffic Forecasting AAAI 2022 Handling Hard Affine SDP Shape Constraints in RKHSs JMLR 2022 Hardness and Algorithms for Robust and Sparse Optimization ICML 2022 Harmless interpolation in regression and classification with structured features AISTATS 2022 HHP-Net: A Light Heteroscedastic Neural Network for Head Pose Estimation With Uncertainty WACV 2022