Frederiek Wesel

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Kernel Machines

Top Venues

Trans. Mach. Learn. Res.

Publications

Frederiek Wesel, Kim Batselier
Tensor Network-Constrained Kernel Machines as Gaussian Processes. CoRR (2024)
Frederiek Wesel, Kim Batselier
Quantized Fourier and Polynomial Features for more Expressive Tensor Network Models. AISTATS (2024)
Frida Marie Viset, Anton Kullberg, Frederiek Wesel, Arno Solin
Exploiting Hankel-Toeplitz Structures for Fast Computation of Kernel Precision Matrices. Trans. Mach. Learn. Res. 2024 (2024)
Frederiek Wesel, Kim Batselier
Quantized Fourier and Polynomial Features for more Expressive Tensor Network Models. CoRR (2023)
Frederiek Wesel, Kim Batselier
Tensor-based Kernel Machines with Structured Inducing Points for Large and High-Dimensional Data. AISTATS (2023)
Eva Memmel, Clara Menzen, Jetze Schuurmans, Frederiek Wesel, Kim Batselier
Towards Green AI with tensor networks - Sustainability and innovation enabled by efficient algorithms. CoRR (2022)
Frederiek Wesel, Kim Batselier
Large-Scale Learning with Fourier Features and Tensor Decompositions. CoRR (2021)
Frederiek Wesel, Kim Batselier
Large-Scale Learning with Fourier Features and Tensor Decompositions. NeurIPS (2021)