Marco Pistoia

1. The computational power of random quantum circuits in arbitrary geometries
   2024/06/04 by Matthew DeCross, Reza Haghshenas, Minzhao Liu +49 · 4 voices · 5 citations
   Physics and Astronomy · #quant-ph
2. A Domain-agnostic, Noise-resistant, Hardware-efficient Evolutionary Variational Quantum Eigensolver
   2019/10/21 by Arthur G. Rattew, Shaohan Hu, Rattew, Arthur G. +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)
3. A Survey of Quantum Computing for Finance
   2022/01/08 by Dylan Herman, Cody Googin, Herman, Dylan +13 · 10 citations
   Computer Science · Decision Sciences · #Quantum Computing Algorithms and Architecture #Stock Market Forecasting Methods #Computational Physics and Python Applications
4. 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)
5. Tensor networks for quantum computing
   2025/03/11 by A. V. Berezutskii, Berezutskii, Aleksandr, Minzhao Liu +53 · 18 citations
   Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Computational Physics and Python Applications #Quantum Mechanics and Applications
6. Certified randomness using a trapped-ion quantum processor
   2025/03/26 by Minzhao Liu, Ruslan Shaydulin, Pradeep Niroula +29 · 1 voice · 11 citations
   Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Mechanics and Applications
7. End-to-End Protocol for High-Quality QAOA Parameters with Few Shots
   2024/08/01 by Tianyi Hao, Zichang He, Hao, Tianyi +7 · 4 citations
   Engineering · #Semiconductor Lasers and Optical Devices
8. Expressive variational quantum circuits provide inherent privacy in federated learning
   2023/09/22 by Niraj Kumar, Kumar, Niraj, Jamie Heredge +9 · 2 citations
   Computer Science · #Stochastic Gradient Optimization Techniques #Quantum Computing Algorithms and Architecture #Privacy-Preserving Technologies in Data
9. Parameter Setting Heuristics Make the Quantum Approximate Optimization Algorithm Suitable for the Early Fault-Tolerant Era
   2024/08/18 by Zichang He, He, Zichang, Ruslan Shaydulin +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)
10. 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
11. Prospects of Privacy Advantage in Quantum Machine Learning
    2024/05/14 by Jamie Heredge, Heredge, Jamie, Niraj Kumar +13 · 2 citations
    Computer Science · #Quantum Computing Algorithms and Architecture
12. Iceberg Beyond the Tip: Co-Compilation of a Quantum Error Detection Code and a Quantum Algorithm
    2025/04/29 by Yuwei Jin, Zichang He, Jin, Yuwei +12 · 4 citations
    Computer Science · #Quantum Computing Algorithms and Architecture #Quantum-Dot Cellular Automata #Quantum Information and Cryptography
13. 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
14. 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)
15. Q-CHOP: Quantum constrained Hamiltonian optimization
    2024/03/08 by Michael A. Perlin, Perlin, Michael A., Ruslan Shaydulin +17 · 1 citation
    Computer Science · #Quantum Computing Algorithms and Architecture
16. Generalized Short Path Algorithms: Towards Super-Quadratic Speedup over Markov Chain Search for Combinatorial Optimization
    2024/10/30 by Shouvanik Chakrabarti, Dylan Herman, Chakrabarti, Shouvanik +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)
17. 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
18. 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
19. 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)
20. 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
21. 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)
22. 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)