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conftrace_

functional linear regression

6 papers

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Also known as

FLR

Co-occurring keywords · papers mentioning both

reproducing kernel hilbert space (4) excess prediction risk (1) green's function (1) lasso penalty (1) divide-and-conquer estimator (1) integral operator (1) optimal rate (1) penalized least square (1) kernel methods (1) posterior drift (1)

Papers

Transfer Learning Meets Functional Linear Regression: No Negative Transfer Under Posterior Drift AAAI 2025 On Hypothesis Transfer Learning of Functional Linear Models ICML 2024 Statistical Optimality of Divide and Conquer Kernel-based Functional Linear Regression JMLR 2024 Learning Partial Differential Equations in Reproducing Kernel Hilbert Spaces JMLR 2023 Functional Linear Regression with Mixed Predictors JMLR 2022 Statistical Learning and Inverse Problems: A Stochastic Gradient Approach NeurIPS 2022