Picture for Kim Batselier

Kim Batselier

A Kernelizable Primal-Dual Formulation of the Multilinear Singular Value Decomposition

Add code
Oct 14, 2024
Viaarxiv icon

Tensor network square root Kalman filter for online Gaussian process regression

Add code
Sep 05, 2024
Viaarxiv icon

Constructing structured tensor priors for Bayesian inverse problems

Add code
Jun 25, 2024
Viaarxiv icon

Tensor Network-Constrained Kernel Machines as Gaussian Processes

Add code
Mar 28, 2024
Viaarxiv icon

A divide-and-conquer approach for sparse recovery of high dimensional signals

Add code
Mar 07, 2024
Viaarxiv icon

Projecting basis functions with tensor networks for Gaussian process regression

Add code
Oct 31, 2023
Viaarxiv icon

Quantized Fourier and Polynomial Features for more Expressive Tensor Network Models

Add code
Sep 11, 2023
Viaarxiv icon

How Informative is the Approximation Error from Tensor Decomposition for Neural Network Compression?

Add code
May 09, 2023
Viaarxiv icon

Towards Green AI with tensor networks -- Sustainability and innovation enabled by efficient algorithms

Add code
May 25, 2022
Figure 1 for Towards Green AI with tensor networks -- Sustainability and innovation enabled by efficient algorithms
Figure 2 for Towards Green AI with tensor networks -- Sustainability and innovation enabled by efficient algorithms
Figure 3 for Towards Green AI with tensor networks -- Sustainability and innovation enabled by efficient algorithms
Viaarxiv icon

Tensor Network Kalman Filtering for Large-Scale LS-SVMs

Add code
Oct 26, 2021
Figure 1 for Tensor Network Kalman Filtering for Large-Scale LS-SVMs
Figure 2 for Tensor Network Kalman Filtering for Large-Scale LS-SVMs
Figure 3 for Tensor Network Kalman Filtering for Large-Scale LS-SVMs
Figure 4 for Tensor Network Kalman Filtering for Large-Scale LS-SVMs
Viaarxiv icon