Concepedia

Giuseppe G. Calvi

GG

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Publications

4

Citations

63

H-Index

4

Active since

2018

Affiliations

Imperial College London(Current)

Giuseppe G. Calvi is an author at Imperial College London specializing in tensor decompositions, machine learning, and computing.

ORCID

Publications per year

2018–2019

4

Publications

4

Compression and Interpretability of Deep Neural Networks via Tucker Tensor Layer: From First Principles to Tensor Valued Back-Propagation

Giuseppe G. Calvi, Ahmad Moniri, Mahmoud Mahfouz et al. · arXiv (Cornell University) · 2019 · 21 citations · Full text

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Tucker Tensor Layer in Fully Connected Neural Networks

Giuseppe G. Calvi, Ahmad Moniri, Mahmoud Mahfouz et al. · 2019 · 17 citations

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Support Tensor Machine for Financial Forecasting

Giuseppe G. Calvi, Vladimir Lucic, Danilo P. Mandic · 2019 · 14 citations

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Common and Individual Feature Extraction Using Tensor Decompositions: a Remedy for the Curse of Dimensionality?

Ilia Kisil, Giuseppe G. Calvi, Andrzej Cichocki et al. · 2018 · 11 citations

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