Kernels for Vector-Valued Functions: a Review

v1v2 (latest)

Kernels for Vector-Valued Functions: a Review

30 June 2011

Mauricio A. Alvarez

Lorenzo Rosasco

Neil D. Lawrence

ArXiv (abs)PDF HTML

Papers citing "Kernels for Vector-Valued Functions: a Review"

13 / 13 papers shown

Title
Multi-Output Gaussian Processes for Graph-Structured Data Ayano Nakai-Kasai Tadashi Wadayama 144 0 0 22 May 2025
Shared Stochastic Gaussian Process Latent Variable Models: A Multi-modal Generative Model for Quasar Spectra Vidhi Lalchand Anna-Christina Eilers 96 0 0 27 Feb 2025
TimePFN: Effective Multivariate Time Series Forecasting with Synthetic Data Ege Onur Taga M. E. Ildiz Samet Oymak AI4TS 127 3 0 22 Feb 2025
Bayesian Adaptive Calibration and Optimal Design Rafael Oliveira Dino Sejdinovic David Howard Edwin Bonilla 192 0 0 20 Jan 2025
ProKeR: A Kernel Perspective on Few-Shot Adaptation of Large Vision-Language Models Yassir Bendou Amine Ouasfi Vincent Gripon A. Boukhayma VLM 146 0 0 19 Jan 2025
ANaGRAM: A Natural Gradient Relative to Adapted Model for efficient PINNs learning Nilo Schwencke Cyril Furtlehner 140 1 0 14 Dec 2024
Residual Deep Gaussian Processes on Manifolds Kacper Wyrwal Andreas Krause Viacheslav Borovitskiy BDL 95 0 0 31 Oct 2024
Learning signals defined on graphs with optimal transport and Gaussian process regression Raphael Carpintero Perez Sébastien da Veiga Josselin Garnier B. Staber 187 1 0 21 Oct 2024
Spectral Truncation Kernels: Noncommutativity in $C^*$ -algebraic Kernel Machines Yuka Hashimoto Ayoub Hafid Masahiro Ikeda Hachem Kadri 62 2 0 28 May 2024
Global Safe Sequential Learning via Efficient Knowledge Transfer Cen-You Li Olaf Duennbier Marc Toussaint Barbara Rakitsch Christoph Zimmer 94 2 0 22 Feb 2024
Robust Model-free Reinforcement Learning with Multi-objective Bayesian Optimization M. Turchetta Andreas Krause Sebastian Trimpe OffRL 52 42 0 29 Oct 2019
System Identification through Online Sparse Gaussian Process Regression with Input Noise Hildo Bijl Thomas B. Schon J. Wingerden M. Verhaegen 101 41 0 29 Jan 2016
Clustered Multi-Task Learning: A Convex Formulation Laurent Jacob Francis R. Bach Jean-Philippe Vert 119 510 0 11 Sep 2008

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.