Giuseppe G. Calvi

About Giuseppe G. Calvi

Giuseppe G. Calvi, With an exceptional h-index of 7 and a recent h-index of 7 (since 2020), a distinguished researcher at Imperial College London, specializes in the field of Tensor Decompositions.

His recent articles reflect a diverse array of research interests and contributions to the field:

Accelerating Tensor Contraction Products via Tensor-Train Decomposition [Tips & Tricks]

HOTTBOX: Higher order tensor ToolBOX

Reducing computational complexity of tensor contractions via tensor-train networks

Tensor-train recurrent neural networks for interpretable multi-way financial forecasting

A lower bound on the tensor rank based on its maximally square matrix unfolding

Higher order tensor decompositions for machine intelligence

Tensor decompositions and practical applications: A hands-on tutorial

Giuseppe G. Calvi Information

University

Position

___

Citations(all)

138

Citations(since 2020)

132

Cited By

53

hIndex(all)

7

hIndex(since 2020)

7

i10Index(all)

6

i10Index(since 2020)

6

Email

University Profile Page

Google Scholar

Giuseppe G. Calvi Skills & Research Interests

Tensor Decompositions

Top articles of Giuseppe G. Calvi

Accelerating Tensor Contraction Products via Tensor-Train Decomposition [Tips & Tricks]

IEEE Signal Processing Magazine

2022/8/29

HOTTBOX: Higher order tensor ToolBOX

arXiv preprint arXiv:2111.15662

2021/11/30

Reducing computational complexity of tensor contractions via tensor-train networks

arXiv preprint arXiv:2109.00626

2021/9/1

Tensor-train recurrent neural networks for interpretable multi-way financial forecasting

2021/7/18

A lower bound on the tensor rank based on its maximally square matrix unfolding

Signal Processing

2021/3/1

Higher order tensor decompositions for machine intelligence

2021

Tensor decompositions and practical applications: A hands-on tutorial

Recent Trends in Learning From Data: Tutorials from the INNS Big Data and Deep Learning Conference (INNSBDDL2019)

2020

See List of Professors in Giuseppe G. Calvi University(Imperial College London)