Regression

Generalizable Motion Planning via Operator Learning ICLR 2025 Generalized additive models via direct optimization of regularized decision stump forests ICML 2025 Generalized and Efficient 2D Gaussian Splatting for Arbitrary-scale Super-Resolution ICCV 2025 Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction ICML 2025 GeoAggregator: An Efficient Transformer Model for Geo-Spatial Tabular Data AAAI 2025 Geometry-Dependent Matching Pursuit: a Transition Phase for Convergence on Linear Regression and LASSO JMLR 2025 GotenNet: Rethinking Efficient 3D Equivariant Graph Neural Networks ICLR 2025 Gradient Aligned Regression via Pairwise Losses ICML 2025 Gradient-based Explanations for Deep Learning Survival Models ICML 2025 Gradient-Based Nonlinear Rehearsal Learning with Multivariate Alterations AAAI 2025 Gradient Equilibrium in Online Learning: Theory and Applications JMLR 2025 Gridded Transformer Neural Processes for Spatio-Temporal Data ICML 2025 Group-robust Sample Reweighting for Subpopulation Shifts via Influence Functions ICLR 2025 GUM-SAGE: A Novel Dataset and Approach for Graded Entity Salience Prediction ACL 2025 Gyro-based Neural Single Image Deblurring CVPR 2025 HDT: Hierarchical Discrete Transformer for Multivariate Time Series Forecasting AAAI 2025 Heavy-tailed Estimation is Easier than Adversarial Contamination COLT 2025 Heavy-Tailed Linear Bandits: Huber Regression with One-Pass Update ICML 2025 HelpSteer2-Preference: Complementing Ratings with Preferences ICLR 2025 Heterogeneous Sufficient Dimension Reduction and Subspace Clustering ICML 2025 Hierarchical and Stochastic Crystallization Learning: Geometrically Leveraged Nonparametric Regression with Delaunay Triangulation JMLR 2025 Hierarchical Gradient-Based Genetic Sampling for Accurate Prediction of Biological Oscillations AAAI 2025 Hierarchical Uncertainty Estimation for Learning-based Registration in Neuroimaging ICLR 2025 High-Dimensional L2-Boosting: Rate of Convergence JMLR 2025 High-Dimensional Tensor Regression With Oracle Properties ICML 2025