Roman Orus

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 17

Top Topics

Binary Gravitational Search Algorithm

Quantum Computing

Portfolio Optimization

Top Venues

Publications

Sukhbinder Singh, Saeed S. Jahromi, Roman Orus
Tensor network compressibility of convolutional models. CoRR (2024)
Andrei Tomut, Saeed S. Jahromi, Sukhbinder Singh, Faysal Ishtiaq, César Muñoz, Prabdeep Singh Bajaj, Ali Elborady, Gianni Del Bimbo, Mehrazin Alizadeh, David Montero, Pablo Martin-Ramiro, Muhammad Ibrahim, Oussama Tahiri-Alaoui, John Malcolm, Samuel Mugel, Roman Orus
CompactifAI: Extreme Compression of Large Language Models using Quantum-Inspired Tensor Networks. CoRR (2024)
Pablo Martin-Ramiro, Unai Sainz de la Maza, Roman Orus, Samuel Mugel
Boosting Defect Detection in Manufacturing using Tensor Convolutional Neural Networks. CoRR (2024)
Borja Aizpurua, Roman Orus
Tensor Networks for Explainable Machine Learning in Cybersecurity. CoRR (2024)
Siddhartha Patra, Saeed S. Jahromi, Sukhbinder Singh, Roman Orus
Efficient tensor network simulation of IBM's largest quantum processors. CoRR (2023)
Borja Aizpurua, Pablo Bermejo, Josu Etxezarreta Martinez, Roman Orus
Hacking Cryptographic Protocols with Advanced Variational Quantum Attacks. CoRR (2023)
Pablo Bermejo, Borja Aizpurua, Roman Orus
Improving Gradient Methods via Coordinate Transformations: Applications to Quantum Machine Learning. CoRR (2023)
Raj G. Patel, Tomas Dominguez, Mohammad Dib, Samuel Palmer, Andrea Cadarso, Fernando De Lope Contreras, Abdelkader Ratnani, Francisco Gomez Casanova, Senaida Hernández-Santana, Álvaro Díaz Fernández, Eva Andrés, Jorge Luis-Hita, Escolástico Sánchez-Martínez, Samuel Mugel, Roman Orus
Application of Tensor Neural Networks to Pricing Bermudan Swaptions. CoRR (2023)
Lucas Leclerc, Luis Ortiz-Guitierrez, Sebastián Grijalva, Boris Albrecht, Julia R. K. Cline, Vincent E. Elfving, Adrien Signoles, Loïc Henriet, Gianni Del Bimbo, Usman Ayub Sheikh, Maitree Shah, Luc Andrea, Faysal Ishtiaq, Andoni Duarte, Samuel Mugel, Irene Caceres, Michel Kurek, Roman Orus, Achraf Seddik, Oumaima Hammammi, Hacene Isselnane, Didier M'tamon
Financial Risk Management on a Neutral Atom Quantum Processor. CoRR (2022)
Raj G. Patel, Chia-Wei Hsing, Serkan Sahin, Samuel Palmer, Saeed S. Jahromi, Shivam Sharma, Tomas Dominguez, Kris Tziritas, Christophe Michel, Vincent Porte, Mustafa Abid, Stephane Aubert, Pierre Castellani, Samuel Mugel, Roman Orus
Quantum-Inspired Tensor Neural Networks for Option Pricing. CoRR (2022)
Raj G. Patel, Chia-Wei Hsing, Serkan Sahin, Saeed S. Jahromi, Samuel Palmer, Shivam Sharma, Christophe Michel, Vincent Porte, Mustafa Abid, Stephane Aubert, Pierre Castellani, Chi-Guhn Lee, Samuel Mugel, Roman Orus
Quantum-Inspired Tensor Neural Networks for Partial Differential Equations. CoRR (2022)
Pablo Bermejo, Roman Orus
Variational Quantum and Quantum-Inspired Clustering. CoRR (2022)
Daniel Guijo, Victor Onofre, Gianni Del Bimbo, Samuel Mugel, Daniel Estepa, Xabier De Carlos, Ana Adell, Aizea Lojo, Josu Bilbao, Roman Orus
Quantum artificial vision for defect detection in manufacturing. CoRR (2022)
Samuel Palmer, Konstantinos Karagiannis, Adam Florence, Asier Rodriguez, Roman Orus, Harish Naik, Samuel Mugel
Financial Index Tracking via Quantum Computing with Cardinality Constraints. CoRR (2022)
Samuel Mugel, Carlos Kuchkovsky, Escolastico Sanchez, Samuel Fernández-Lorenzo, Jorge Luis-Hita, Enrique Lizaso, Roman Orus
Dynamic Portfolio Optimization with Real Datasets Using Quantum Processors and Quantum-Inspired Tensor Networks. CoRR (2020)
Ángel J. Gallego, Roman Orus
The physical structure of grammatical correlations: equivalences, formalizations and consequences. CoRR (2017)
Roman Orus, Roger Martin, Juan Uriagereka
Mathematical foundations of matrix syntax. CoRR (2017)
Roman Orus, Tzu-Chieh Wei
Geometric entanglement of one-dimensional systems: bounds and scalings in the thermodynamic limit. Quantum Inf. Comput. 11 (7&8) (2011)
Roman Orus
Two slightly-entangled NP-complete problems. Quantum Inf. Comput. 5 (6) (2005)