Giuseppe Giovanni Calvi

According to our database, Giuseppe Giovanni Calvi authored at least 13 papers between 2016 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

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

Ilya Kisil, Giuseppe Giovanni Calvi, Kriton Konstantinidis, Yao Lei Xu, Danilo P. Mandic

IEEE Signal Process. Mag., 2022

2021

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

Giuseppe Giovanni Calvi, Bruno Scalzo Dees, Danilo P. Mandic

Signal Process., 2021

HOTTBOX: Higher Order Tensor ToolBOX.

Ilya Kisil, Giuseppe Giovanni Calvi, Bruno Scalzo Dees, Danilo P. Mandic

CoRR, 2021

Reducing Computational Complexity of Tensor Contractions via Tensor-Train Networks.

Ilya Kisil, Giuseppe Giovanni Calvi, Kriton Konstantinidis, Yao Lei Xu, Danilo P. Mandic

CoRR, 2021

Tensor-Train Recurrent Neural Networks for Interpretable Multi-Way Financial Forecasting.

Yao Lei Xu, Giuseppe Giovanni Calvi, Danilo P. Mandic

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

Tensor Networks for Latent Variable Analysis: Higher Order Canonical Polyadic Decomposition.

Anh-Huy Phan, Andrzej Cichocki, Ivan V. Oseledets, Giuseppe Giovanni Calvi, Salman Ahmadi-Asl, Danilo P. Mandic

IEEE Trans. Neural Networks Learn. Syst., 2020

2019

Tucker Tensor Layer in Fully Connected Neural Networks.

Giuseppe Giovanni Calvi, Ahmad Moniri, Mahmoud Mahfouz, Zeyang Yu, Qibin Zhao, Danilo P. Mandic

CoRR, 2019

Tensor Decompositions and Practical Applications: A Hands-on Tutorial.

Ilya Kisil, Giuseppe Giovanni Calvi, Bruno Scalzo Dees, Danilo P. Mandic

Proceedings of the Recent Trends in Learning From Data, 2019

Support Tensor Machine for Financial Forecasting.

Giuseppe Giovanni Calvi, Vladimir Lucic, Danilo P. Mandic

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

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

Ilia Kisil, Giuseppe Giovanni Calvi, Andrzej Cichocki, Danilo P. Mandic

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Feature Fusion via Tensor Network Summation.

Giuseppe Giovanni Calvi, Ilia Kisil, Danilo P. Mandic

Proceedings of the 26th European Signal Processing Conference, 2018

Text Mining - A Key Lynchpin in the Investment Process: A Survey.

Athanasios Konstantinidis, Bruno Scalzo Dees, Giuseppe Giovanni Calvi, Danilo P. Mandic

Proceedings of the Applications of Intelligent Systems, 2018

2016

Modelling economic stress through financial systemic balance index.

Alicia Carrion Garcia, Theerasak Chanwimalueang, Giuseppe Giovanni Calvi, Apit Hemakom, Ramón Miralles Ricós, Danilo P. Mandic

Proceedings of the 2016 IEEE International Conference on Digital Signal Processing, 2016