Search Results for author: Kirandeep Kour

Found 2 papers, 1 papers with code

A weighted subspace exponential kernel for support tensor machines

no code implementations16 Feb 2023 Kirandeep Kour, Sergey Dolgov, Peter Benner, Martin Stoll, Max Pfeffer

High-dimensional data in the form of tensors are challenging for kernel classification methods.

Efficient Structure-preserving Support Tensor Train Machine

1 code implementation12 Feb 2020 Kirandeep Kour, Sergey Dolgov, Martin Stoll, Peter Benner

An increasing amount of collected data are high-dimensional multi-way arrays (tensors), and it is crucial for efficient learning algorithms to exploit this tensorial structure as much as possible.

Classification

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