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cs.IT2023
The capacity of quiver representations and the Anantharam-Jog-Nair inequality
Calin Chindris, Harm Derksen
The Anantharam-Jog-Nair inequality [AJN22] in Information Theory provides a unifying approach to the information-theoretic form of the Brascamp-Lieb inequality [CCE09] and the Entr…
cs.LG2023
Tensor Denoising via Amplification and Stable Rank Methods
Jonathan Gryak, Kayvan Najarian, Harm Derksen
Tensors in the form of multilinear arrays are ubiquitous in data science applications. Captured real-world data, including video, hyperspectral images, and discretized physical sys…