Lloyd, Seth
- Quantum algorithms for supervised and unsupervised machine learning
2013/07/01 by Seth Lloyd, Masoud Mohseni, Lloyd, Seth +3 · 1 voice · 46 citations
Computer Science · Physics and Astronomy · #Computability, Logic, AI Algorithms #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #quant-ph
- Quantum embeddings for machine learning
2020/01/10 by Seth Lloyd, Lloyd, Seth, Maria Schuld +7 · 29 citations
Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum and electron transport phenomena
- Quantum approximate optimization is computationally universal
2018/12/28 by Lloyd, Seth · 8 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Quantum Computing for nonlinear differential equations and turbulence
2024/06/07 by Felix Tennie, Tennie, Felix, Sylvain Laizet +5 · 15 citations
Engineering · Computer Science · #Optical Network Technologies #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture
- Quantum algorithm for nonlinear differential equations
2020/11/12 by Seth Lloyd, Giacomo De Palma, Lloyd, Seth +13 · 6 citations
Computer Science · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Neural Networks and Reservoir Computing
- Quantum computational finance: quantum algorithm for portfolio optimization
2018/11/09 by Rebentrost, Patrick, Lloyd, Seth · 4 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)
- A quantum algorithm for Khovanov homology
2025/01/21 by Alexander Schmidhuber, Michele Reilly, Schmidhuber, Alexander +8 · 3 voices · 1 citation
Computer Science · #Computability, Logic, AI Algorithms #Quantum Computing Algorithms and Architecture #Topological and Geometric Data Analysis
- Programming Pulse Driven Quantum Computers
1999/12/17 by Seth Lloyd, Lloyd, Seth · 2 citations
Physics and Astronomy · #FOS: Physical sciences #Quantum Physics (quant-ph) #quant-ph
- Learning Unitaries by Gradient Descent
2020/01/31 by Bobak T. Kiani, Seth Lloyd, Kiani, Bobak Toussi +3 · 3 citations
Computer Science · Mathematics · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Markov Chains and Monte Carlo Methods #Mathematical Physics (math-ph) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Stochastic Gradient Optimization Techniques
- Quantum Medical Imaging Algorithms
2020/04/04 by Bobak T. Kiani, Kiani, Bobak Toussi, Agnes Villanyi +3 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #Atomic and Subatomic Physics Research #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Medical Physics (physics.med-ph) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Spectroscopy Techniques in Biomedical and Chemical Research #electronic engineering #information engineering
- Quantum gradient descent and Newton's method for constrained polynomial optimization
2016/12/06 by Rebentrost, Patrick, Schuld, Maria, Wossnig, Leonard +2 · 2 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Hamiltonian Quantum Generative Adversarial Networks
2022/11/04 by Leeseok Kim, Kim, Leeseok, Seth Lloyd +3 · 3 citations
Computer Science · #FOS: Physical sciences #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- Thermodynamic Computing
2019/11/05 by Erik P. DeBenedictis, Conte, Tom, DeBenedictis, Erik +73 · 2 citations
Engineering · Materials Science · Physics and Astronomy · #Advanced Memory and Neural Computing #Advanced Thermodynamics and Statistical Mechanics #Computers and Society (cs.CY) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Machine Learning in Materials Science
- Hamiltonian singular value transformation and inverse block encoding
2021/04/03 by Lloyd, Seth, Kiani, Bobak T., Arvidsson-Shukur, David R. M. +5 · 2 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Control of open quantum systems dynamics
2000/08/24 by Seth Lloyd, Lloyd, Seth, Lorenza Viola +1 · 1 citation
Physics and Astronomy · #FOS: Physical sciences #Quantum Physics (quant-ph) #quant-ph
- Quantum computation with abelian anyons
2000/04/03 by Seth Lloyd, Lloyd, Seth · 1 citation
Physics and Astronomy · #FOS: Physical sciences #Quantum Physics (quant-ph) #quant-ph
- The quantum geometric limit
2012/06/28 by Lloyd, Seth · 1 citation
#FOS: Physical sciences #General Relativity and Quantum Cosmology (gr-qc) #Quantum Physics (quant-ph)
- No energy transport without discord
2015/10/16 by Seth Lloyd, Lloyd, Seth, Zi-Wen Liu +11 · 1 citation
Engineering · Materials Science · Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #Advancements in Semiconductor Devices and Circuit Design #FOS: Physical sciences #Quantum Physics (quant-ph) #Thermal properties of materials
- Exponential enhancement of quantum metrology using continuous variables
2020/04/02 by Sun, Li, He, Xi, You, Chenglong +4 · 1 citation
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Quantum polar decomposition algorithm
2020/06/01 by Lloyd, Seth, Bosch, Samuel, De Palma, Giacomo +5 · 1 citation
#FOS: Physical sciences #Quantum Physics (quant-ph)
- A quantum algorithm for training wide and deep classical neural networks
2021/07/19 by Zlokapa, Alexander, Neven, Hartmut, Lloyd, Seth · 1 citation
#FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
- projUNN: efficient method for training deep networks with unitary matrices
2022/03/10 by Bobak T. Kiani, Kiani, Bobak, Randall Balestriero +5 · 1 citation
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Quantum Physics (quant-ph)
- Scalable Superconducting Architecture for Adiabatic Quantum Computation
2004/03/11 by William M. Kaminsky, Seth Lloyd, Kaminsky, William M. +3 · 1 citation
Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum and electron transport phenomena #quant-ph
- Wasserstein Complexity of Quantum Circuits
2022/08/12 by Lu Li, Kaifeng Bu, Li, Lu +7 · 1 citation
Computer Science · Mathematics · #Benford’s Law and Fraud Detection #Commutative Algebra and Its Applications #Complexity and Algorithms in Graphs #Computational Complexity (cs.CC) #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Theory (hep-th) #Mathematical Physics (math-ph) #Quantum Physics (quant-ph)
- Quantum computational finance: martingale asset pricing for incomplete markets
2022/09/19 by Patrick Rebentrost, Alessandro Luongo, Rebentrost, Patrick +5 · 1 citation
Computer Science · Physics and Astronomy · #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Mechanics and Applications #Quantum Physics (quant-ph)
- A quantum algorithm for estimating the determinant
2025/04/15 by Vittorio Giovannetti, Giovannetti, Vittorio, Seth Lloyd +3 · 4 citations
Computer Science · Mathematics · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Tensor decomposition and applications
- Universal Quantum Emulator
2016/06/08 by Marvian, Iman, Lloyd, Seth · 1 citation
#FOS: Physical sciences #Quantum Physics (quant-ph)