Pistoia, Marco
- A Domain-agnostic, Noise-resistant, Hardware-efficient Evolutionary Variational Quantum Eigensolver
2019/10/21 by Arthur G. Rattew, Rattew, Arthur G., Shaohan Hu +7 · 10 citations
Computer Science · #FOS: Computer and information sciences #FOS: Physical sciences #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- A Survey of Quantum Computing for Finance
2022/01/08 by Dylan Herman, Herman, Dylan, Cody Googin +13 · 9 citations
Computer Science · Decision Sciences · #Quantum Computing Algorithms and Architecture #Stock Market Forecasting Methods #Computational Physics and Python Applications
- Solving Linear Systems on Quantum Hardware with Hybrid HHL++
2021/10/29 by Romina Yalovetzky, Yalovetzky, Romina, Pierre Minssen +5 · 6 citations
Computer Science · #FOS: Physical sciences #Parallel Computing and Optimization Techniques #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- Tensor networks for quantum computing
2025/03/11 by A. V. Berezutskii, Berezutskii, Aleksandr, Minzhao Liu +53 · 15 citations
Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Computational Physics and Python Applications #Quantum Mechanics and Applications
- Universal Quantum Speedup for Branch-and-Bound, Branch-and-Cut, and Tree-Search Algorithms
2022/10/06 by Chakrabarti, Shouvanik, Minssen, Pierre, Yalovetzky, Romina +1 · 4 citations
#Computational Finance (q-fin.CP) #FOS: Economics and business #FOS: Mathematics #FOS: Physical sciences #Optimization and Control (math.OC) #Quantum Physics (quant-ph)
- Performance of Quantum Approximate Optimization with Quantum Error Detection
2024/09/18 by He, Zichang, Amaro, David, Shaydulin, Ruslan +1 · 7 citations
#Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Quantum Physics (quant-ph)
- Decomposition Pipeline for Large-Scale Portfolio Optimization with Applications to Near-Term Quantum Computing
2024/09/16 by Acharya, Atithi, Yalovetzky, Romina, Minssen, Pierre +10 · 5 citations
#Data Analysis #FOS: Economics and business #FOS: Mathematics #FOS: Physical sciences #Optimization and Control (math.OC) #Portfolio Management (q-fin.PM) #Quantum Physics (quant-ph) #Risk Management (q-fin.RM) #Statistics and Probability (physics.data-an)
- End-to-End Protocol for High-Quality QAOA Parameters with Few Shots
2024/08/01 by Tianyi Hao, Hao, Tianyi, Zichang He +7 · 4 citations
Engineering · #Semiconductor Lasers and Optical Devices
- Threshold for Fault-tolerant Quantum Advantage with the Quantum Approximate Optimization Algorithm
2025/04/02 by Omanakuttan, Sivaprasad, He, Zichang, Zhang, Zhiwei +9 · 5 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Expressive variational quantum circuits provide inherent privacy in federated learning
2023/09/22 by Niraj Kumar, Jamie Heredge, Kumar, Niraj +9 · 2 citations
Computer Science · #Stochastic Gradient Optimization Techniques #Quantum Computing Algorithms and Architecture #Privacy-Preserving Technologies in Data
- Parameter Setting Heuristics Make the Quantum Approximate Optimization Algorithm Suitable for the Early Fault-Tolerant Era
2024/08/18 by Zichang He, Ruslan Shaydulin, He, Zichang +11 · 3 citations
Computer Science · #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- Optimizing Quantum Search Using a Generalized Version of Grover's Algorithm
2020/05/13 by Austin Gilliam, Gilliam, Austin, Marco Pistoia +3 · 1 citation
Computer Science · #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Quantum-Dot Cellular Automata
- Quantum Compilation Toolkit for Rydberg Atom Arrays with Implications for Problem Hardness and Quantum Speedups
2024/12/19 by Schuetz, Martin J. A., Andrist, Ruben S., Salton, Grant +7 · 3 citations
#Atomic Physics (physics.atom-ph) #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Physical sciences #Quantum Gases (cond-mat.quant-gas) #Quantum Physics (quant-ph)
- Prospects of Privacy Advantage in Quantum Machine Learning
2024/05/14 by Jamie Heredge, Niraj Kumar, Heredge, Jamie +13 · 2 citations
Computer Science · #Quantum Computing Algorithms and Architecture
- qReduMIS: A Quantum-Informed Reduction Algorithm for the Maximum Independent Set Problem
2025/03/16 by Schuetz, Martin J. A., Yalovetzky, Romina, Andrist, Ruben S. +8 · 3 citations
#Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Mathematics #FOS: Physical sciences #Optimization and Control (math.OC) #Quantum Gases (cond-mat.quant-gas) #Quantum Physics (quant-ph)
- MaSS: Multi-attribute Selective Suppression
2022/10/18 by Chen, Chun-Fu, Hu, Shaohan, Shi, Zhonghao +5 · 1 citation
#Computers and Society (cs.CY) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Applications of Certified Randomness
2025/03/25 by Amer, Omar, Chakrabarti, Shouvanik, Chakraborty, Kaushik +8 · 3 citations
#Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Quantum Physics (quant-ph)
- Iceberg Beyond the Tip: Co-Compilation of a Quantum Error Detection Code and a Quantum Algorithm
2025/04/29 by Yuwei Jin, Jin, Yuwei, Zichang He +12 · 4 citations
Computer Science · #Quantum Computing Algorithms and Architecture #Quantum-Dot Cellular Automata #Quantum Information and Cryptography
- Iterative Interpolation Schedules for Quantum Approximate Optimization Algorithm
2025/04/02 by Apte, Anuj, Sureshbabu, Shree Hari, Shaydulin, Ruslan +5 · 3 citations
#Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Quantum Physics (quant-ph)
- Fast Convex Optimization with Quantum Gradient Methods
2025/03/21 by Brandon Augustino, Augustino, Brandon, Dylan Herman +11 · 3 citations
Computer Science · #Complexity and Algorithms in Graphs #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Stochastic Gradient Optimization Techniques
- GPU-Parallelizable Randomized Sketch-and-Precondition for Linear Regression using Sparse Sign Sketches
2025/06/03 by Tyler Chen, Pradeep Niroula, Chen, Tyler +8 · 2 citations
Computer Science · #Advanced Neural Network Applications #Data Structures and Algorithms (cs.DS) #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Matrix Theory and Algorithms #Numerical Analysis (math.NA) #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- Q-CHOP: Quantum constrained Hamiltonian optimization
2024/03/08 by Michael A. Perlin, Ruslan Shaydulin, Perlin, Michael A. +17 · 1 citation
Computer Science · #Quantum Computing Algorithms and Architecture
- Generalized Short Path Algorithms: Towards Super-Quadratic Speedup over Markov Chain Search for Combinatorial Optimization
2024/10/30 by Shouvanik Chakrabarti, Chakrabarti, Shouvanik, Dylan Herman +15 · 1 citation
Computer Science · #Advanced Database Systems and Queries #Algorithms and Data Compression #Data Management and Algorithms #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Optimization and Control (math.OC) #Quantum Physics (quant-ph)
- New Improvements in Solving Large LABS Instances Using Massively Parallelizable Memetic Tabu Search
2025/04/01 by Zhiwei Zhang, Zhang, Zhiwei, Jiayu Shen +5 · 2 citations
Computer Science · Mathematics · #Metaheuristic Optimization Algorithms Research #Constraint Satisfaction and Optimization #Advanced Optimization Algorithms Research
- QC-Forest: a Classical-Quantum Algorithm to Provably Speedup Retraining of Random Forest
2024/06/17 by Romina Yalovetzky, Yalovetzky, Romina, Changhao Li +4 · 1 citation
Computer Science · Engineering · #Neural Networks and Applications #Fault Detection and Control Systems #Machine Learning and ELM
- 100 Gbps Quantum-safe IPsec VPN Tunnels over 46 km Deployed Fiber
2024/05/07 by Obada Alia, Albert S. Huang, Alia, Obada +9 · 1 citation
Engineering · #Advanced Optical Network Technologies #Advanced Photonic Communication Systems #FOS: Physical sciences #Optical Network Technologies #Quantum Physics (quant-ph)
- Provably faster randomized and quantum algorithms for k-means clustering via uniform sampling
2025/04/29 by Tyler Chen, Chen, Tyler, Archan Ray +14 · 2 citations
Computer Science · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography
- On Speedups for Convex Optimization via Quantum Dynamics
2025/03/31 by Shouvanik Chakrabarti, Dylan Herman, Chakrabarti, Shouvanik +11 · 2 citations
Computer Science · #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Optimization and Control (math.OC) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
- Evidence that the Quantum Approximate Optimization Algorithm Optimizes the Sherrington-Kirkpatrick Model Efficiently in the Average Case
2025/05/12 by Boulebnane, Sami, Khan, Abid, Liu, Minzhao +4 · 1 citation
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Non-Variational Quantum Random Access Optimization with Alternating Operator Ansatz
2025/02/06 by Zichang He, Rudy Raymond, He, Zichang +5 · 1 citation
Computer Science · Physics and Astronomy · #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Mechanics and Applications #Quantum Physics (quant-ph)