conftrace_

functional regression

9 papers

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Co-occurring keywords

reproducing kernel hilbert space (334) kernel methods (1097) operator-valued kernel (12) functional data analysis (35) representation learning (6206) penalized spline (1) infimal convolution (3) fmri datum (14) robust loss (14) functional output regression (1)

Papers

Learning Task Representations from In-Context Learning ACL 2025
A Functional Extension of Semi-Structured Networks NIPS 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 NIPS 2012
Nonlinear functional regression: a functional RKHS approach AISTATS 2010
Predicting Brain States from fMRI Data: Incremental Functional Principal Component Regression NIPS 2007