Jacob Biamonte
- Quantum machine learning
2016/11/28 by Jacob Biamonte, Peter Wittek, Péter Wittek +4 · 3 voices · 197 citations
Computer Science · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Neural Networks and Reservoir Computing
- Tensor Networks in a Nutshell
2017/07/31 by Jacob Biamonte, Biamonte, Jacob, Ville Bergholm +1 · 23 citations
Mathematics · Physics and Astronomy · #Black Holes and Theoretical Physics #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Physical sciences #General Relativity and Quantum Cosmology (gr-qc) #High Energy Physics - Theory (hep-th) #Mathematical Physics (math-ph) #Quantum Physics (quant-ph) #Quantum many-body systems #Tensor decomposition and applications
- A quantum algorithm to train neural networks using low-depth circuits
2017/12/14 by Guillaume Verdon, Michael Broughton, Verdon, Guillaume +3 · 10 citations
Computer Science · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum-Dot Cellular Automata
- Lectures on Quantum Tensor Networks
2019/12/20 by Jacob Biamonte, Biamonte, Jacob · 8 citations
Physics and Astronomy · Computer Science · Mathematics · #Quantum many-body systems #Quantum Computing Algorithms and Architecture #Tensor decomposition and applications
- Tensor networks in machine learning
2022/07/06 by Richik Sengupta, Soumik Adhikary, Sengupta, Richik +5 · 5 citations
Computer Science · Mathematics · #Computational Physics and Python Applications #Tensor decomposition and applications #Parallel Computing and Optimization Techniques