Publications of Kirandeep Kour

Journal Article (1)

2023
Journal Article
Kour, K.; Dolgov, S.; Stoll, M.; Benner, P.: Efficient Structure-preserving Support Tensor Train Machine. Journal of Machine Learning Research 24 (4), pp. 1 - 22 (2023)

Book Chapter (1)

2024
Book Chapter
Karachalios, D.; Gosea, I. V.; Kour, K.; Antoulas, A. C.: Bilinear realization from input-output data with neural networks. In: Scientific Computing in Electrical Engineering: SCEE 2022, Amsterdam, The Netherlands, July 2022, pp. 184 - 192 (Eds. van Beurden, M.; Budko, N. V.; Ciuprina, G.; Schilders, W.; Bansal, H. et al.). Springer, Cham, Switzerland (2024)

Thesis - PhD (1)

2023
Thesis - PhD
Kour, K.: Low-rank Tensor Decompositions in Kernel-based Machine Learning. Dissertation, Otto-von-Guericke Universität, Magdeburg (2023)

Preprint (1)

2023
Preprint
Kour, K.; Dolgov, S.; Benner, P.; Stoll, M.; Pfeffer, M.: A Weighted Subspace Exponential Kernel for Support Tensor Machines. (2023)
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