Giuseppe Giovanni Calvi

16 papers B 1Misc 2Journal 8Unranked 4

Year	Rank	Type	Title / Venue / Authors
2022	J	`jnl`	Accelerating Tensor Contraction Products via Tensor-Train Decomposition [Tips & Tricks]. IEEE Signal Process. Mag. Ilya Kisil, Giuseppe Giovanni Calvi, Kriton Konstantinidis, Yao Lei Xu, Danilo P. Mandic
2021	J	`jnl`	A lower bound on the tensor rank based on its maximally square matrix unfolding. Signal Process. Giuseppe Giovanni Calvi, Bruno Scalzo Dees, Danilo P. Mandic
2021	J	`jnl`	HOTTBOX: Higher Order Tensor ToolBOX. CoRR Ilya Kisil, Giuseppe Giovanni Calvi, Bruno Scalzo Dees, Danilo P. Mandic
2021	—	`—`	Higher order tensor decompositions for machine intelligence Giuseppe Giovanni Calvi
2021	J	`jnl`	Reducing Computational Complexity of Tensor Contractions via Tensor-Train Networks. CoRR Ilya Kisil, Giuseppe Giovanni Calvi, Kriton Konstantinidis, Yao Lei Xu, Danilo P. Mandic
2021	B	`conf`	Tensor-Train Recurrent Neural Networks for Interpretable Multi-Way Financial Forecasting. IJCNN Yao Lei Xu, Giuseppe Giovanni Calvi, Danilo P. Mandic
2021	J	`jnl`	Tensor-Train Recurrent Neural Networks for Interpretable Multi-Way Financial Forecasting. CoRR Yao Lei Xu, Giuseppe Giovanni Calvi, Danilo P. Mandic
2020	J	`jnl`	Tensor Networks for Latent Variable Analysis: Higher Order Canonical Polyadic Decomposition. IEEE Trans. Neural Networks Learn. Syst. Anh-Huy Phan, Andrzej Cichocki, Ivan V. Oseledets, Giuseppe Giovanni Calvi, Salman Ahmadi-Asl, Danilo P. Mandic
2019	Misc	`conf`	Support Tensor Machine for Financial Forecasting. ICASSP Giuseppe Giovanni Calvi, Vladimir Lucic, Danilo P. Mandic
2019	—	`conf`	Tensor Decompositions and Practical Applications: A Hands-on Tutorial. INNSBDDL (Tutorials) Ilya Kisil, Giuseppe Giovanni Calvi, Bruno Scalzo Dees, Danilo P. Mandic
2019	J	`jnl`	Tucker Tensor Layer in Fully Connected Neural Networks. CoRR Giuseppe Giovanni Calvi, Ahmad Moniri, Mahmoud Mahfouz, Zeyang Yu, Qibin Zhao, Danilo P. Mandic
2018	Misc	`conf`	Common and Individual Feature Extraction Using Tensor Decompositions: a Remedy for the Curse of Dimensionality? ICASSP Ilia Kisil, Giuseppe Giovanni Calvi, Andrzej Cichocki, Danilo P. Mandic
2018	—	`conf`	Feature Fusion via Tensor Network Summation. EUSIPCO Giuseppe Giovanni Calvi, Ilia Kisil, Danilo P. Mandic
2018	J	`jnl`	Tensor Networks for Latent Variable Analysis: Higher Order Canonical Polyadic Decomposition. CoRR Anh Huy Phan, Andrzej Cichocki, Ivan V. Oseledets, Salman Ahmadi-Asl, Giuseppe Giovanni Calvi, Danilo P. Mandic
2018	—	`conf`	Text Mining - A Key Lynchpin in the Investment Process: A Survey. APPIS Athanasios Konstantinidis, Bruno Scalzo Dees, Giuseppe Giovanni Calvi, Danilo P. Mandic
2016	—	`conf`	Modelling economic stress through financial systemic balance index. DSP Alicia Carrion Garcia, Theerasak Chanwimalueang, Giuseppe Giovanni Calvi, Apit Hemakom, Ramón Miralles Ricós, Danilo P. Mandic