Orus, Roman
- Quantum computing and artificial intelligence: status and perspectives
2025/05/29 by Giovanni Acampora, Acampora, Giovanni, Andris Ambainis +75 · 6 voices · 7 citations
Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph) #cs.AI #cs.LG #quant-ph
- CompactifAI: Extreme Compression of Large Language Models using Quantum-Inspired Tensor Networks
2024/01/25 by Andrei Tomut, Tomut, Andrei, Saeed S. Jahromi +31 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Quantum Physics (quant-ph) #Topic Modeling
- Quantum Portfolio Optimization with Investment Bands and Target Volatility
2021/06/12 by Samuel Palmer, Serkan Şahin, Palmer, Samuel +7 · 4 citations
Computer Science · Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #FOS: Economics and business #FOS: Physical sciences #Portfolio Management (q-fin.PM) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- Quantum-Inspired Tensor Neural Networks for Partial Differential Equations
2022/08/03 by Raj Patel, Patel, Raj, Chia-Wei Hsing +25 · 2 citations
Computer Science · Mathematics · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Computational Physics (physics.comp-ph) #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Quantum Physics (quant-ph) #Strongly Correlated Electrons (cond-mat.str-el) #Tensor decomposition and applications
- Quantum-Inspired Tensor Neural Networks for Option Pricing
2022/12/28 by Patel, Raj G., Hsing, Chia-Wei, Sahin, Serkan +12 · 2 citations
#Computational Engineering #FOS: Computer and information sciences #FOS: Economics and business #FOS: Physical sciences #Finance #Machine Learning (cs.LG) #Pricing of Securities (q-fin.PR) #Quantum Physics (quant-ph) #and Science (cs.CE)
- Quantum Large Language Models via Tensor Network Disentanglers
2024/10/22 by Borja Aizpurua, Aizpurua, Borja, Saeed S. Jahromi +5 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph) #Topic Modeling
- Financial Index Tracking via Quantum Computing with Cardinality Constraints
2022/08/24 by Samuel Palmer, Konstantinos Karagiannis, Palmer, Samuel +11 · 1 citation
Computer Science · Economics, Econometrics and Finance · #Computational Engineering #FOS: Computer and information sciences #FOS: Economics and business #FOS: Physical sciences #Finance #Financial Markets and Investment Strategies #Portfolio Management (q-fin.PM) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #and Science (cs.CE)
- Encoding of Probability Distributions for Quantum Monte Carlo Using Tensor Networks
2024/11/18 by Pereira, Antonio, Villarino, Alba, Cortines, Aser +5 · 1 citation
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Boosting Defect Detection in Manufacturing using Tensor Convolutional Neural Networks
2023/12/29 by Pablo Martin-Ramiro, Martin-Ramiro, Pablo, Unai Sainz de la Maza +6 · 1 citation
Computer Science · Engineering · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Quantum Physics (quant-ph) #Sparse and Compressive Sensing Techniques