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functional regression

10 papers

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Co-occurring keywords · papers mentioning both

reproducing kernel hilbert space (4) kernel methods (3) operator-valued kernel (2) functional data analysis (2) representation learning (2) penalized spline (1) integral operator (1) infimal convolution (1) fmri data (1) functional principal component (1)

Papers

Contextual Online Decision Making with Infinite-Dimensional Functional Regression ICML 2025 Learning Task Representations from In-Context Learning ACL 2025 A Functional Extension of Semi-Structured Networks NeurIPS 2024 A Unified Analysis of Multi-task Functional Linear Regression Models with Manifold Constraint and Composite Quadratic Penalty JMLR 2023 Functional Output Regression with Infimal Convolution: Exploring the Huber and $ε$-insensitive Losses ICML 2022 Nonlinear Functional Output Regression: A Dictionary Approach AISTATS 2021 Duality in RKHSs with Infinite Dimensional Outputs: Application to Robust Losses ICML 2020 Multiple Operator-valued Kernel Learning NeurIPS 2012 Nonlinear functional regression: a functional RKHS approach AISTATS 2010 Predicting Brain States from fMRI Data: Incremental Functional Principal Component Regression NeurIPS 2007