Frederiek Wesel

14 papers A* 2A 3Journal 8Unranked 1
YearRankTypeTitle / Venue / Authors
2025 A conf
Tensor Network-Constrained Kernel Machines as Gaussian Processes.
AISTATS
Frederiek Wesel, Kim Batselier
2024 J jnl
A Kernelizable Primal-Dual Formulation of the Multilinear Singular Value Decomposition.
CoRR
Frederiek Wesel, Kim Batselier
2024 — conf
Efficient Patient Fine-Tuned Seizure Detection with a Tensor Kernel Machine.
EUSIPCO
Seline J. S. de Rooij, Frederiek Wesel, Borbála Hunyadi
2024 J jnl
Efficient Patient Fine-Tuned Seizure Detection with a Tensor Kernel Machine.
CoRR
Seline J. S. de Rooij, Frederiek Wesel, Borbála Hunyadi
2024 J jnl
Exploiting Hankel-Toeplitz Structures for Fast Computation of Kernel Precision Matrices.
CoRR
Frida Viset, Anton Kullberg, Frederiek Wesel, Arno Solin
2024 J jnl
Exploiting Hankel-Toeplitz Structures for Fast Computation of Kernel Precision Matrices.
Trans. Mach. Learn. Res.
Frida Marie Viset, Anton Kullberg, Frederiek Wesel, Arno Solin
2024 A* conf
Position: Tensor Networks are a Valuable Asset for Green AI.
ICML
Eva Memmel, Clara Menzen, Jetze Schuurmans, Frederiek Wesel, Kim Batselier
2024 A conf
Quantized Fourier and Polynomial Features for more Expressive Tensor Network Models.
AISTATS
Frederiek Wesel, Kim Batselier
2024 J jnl
Tensor Network-Constrained Kernel Machines as Gaussian Processes.
CoRR
Frederiek Wesel, Kim Batselier
2023 J jnl
Quantized Fourier and Polynomial Features for more Expressive Tensor Network Models.
CoRR
Frederiek Wesel, Kim Batselier
2023 A conf
Tensor-based Kernel Machines with Structured Inducing Points for Large and High-Dimensional Data.
AISTATS
Frederiek Wesel, Kim Batselier
2022 J jnl
Towards Green AI with tensor networks - Sustainability and innovation enabled by efficient algorithms.
CoRR
Eva Memmel, Clara Menzen, Jetze Schuurmans, Frederiek Wesel, Kim Batselier
2021 A* conf
Large-Scale Learning with Fourier Features and Tensor Decompositions.
NeurIPS
Frederiek Wesel, Kim Batselier
2021 J jnl
Large-Scale Learning with Fourier Features and Tensor Decompositions.
CoRR
Frederiek Wesel, Kim Batselier