DH
Dylan Herman
quant-phcs.DSmath.OCcs.ETcs.LGq-fin.CPcond-mat.dis-nncond-mat.stat-mechDrug DiscoveryMachine Learning
On Valency
published · living versionsW_hpk2eydm·v1 · currentpublished
The Quartic Gap Between Quantum and Dequantized Algorithms for Linear Algebra Is Tight
with Shouvanik Chakrabarti, Junhyung Lyle Kim, Guneykan Ozgul
1 version
Preprints & journals
35 papers in the corpus · 2021–2026From Quantum Tunneling to Classical Optimization through Instantons2610.06797v1 · Jiayu Shen, Dylan Herman, Guneykan Ozgul et al.2026 · 0 citationsarXiv
Quantum algorithms for orthogonal polynomial transforms2610.03581v1 · Anupam Prakash, Shree Hari Sureshbabu, Dylan Herman et al.2026 · 0 citationsarXiv
Quantum Simulation on Riemannian Manifolds2610.03673v1 · Dylan Herman, Jacob Watkins, Guneykan Ozgul et al.2026 · 0 citationsarXiv
Decoupling of the QAOA into independent spin-boson systems and high-depth performance on pure and mixed spin glasses2609.40309v1 · Sami Boulebnane, Abid Khan, Pragna Subrahmanya et al.2026 · 0 citationsarXiv
Near-Optimal Quantum Lower Bounds for Convex Optimization via Fourier Rank2609.09035v2 · Brandon Augustino, Shouvanik Chakrabarti, Enrico Fontana et al.2026 · 0 citationsarXiv
Spin-Boson Mapping of the Quantum Approximate Optimization Algorithm.42412483 · Boulebnane, Sami, Khan, Abid, Liu, Minzhao et al.2026 · 2 citationsPhysical review letters. 2026;136(24):240601
Fault-tolerant execution of error-corrected quantum algorithms2603.04584v1 · Michael A. Perlin, Zichang He, Anthony Alexiades Armenakas et al.2026 · 0 citationsPhys. Rev. X, 2026
Quantum Speedups for Group Relaxations of Integer Linear Programs2602.13494v1 · Brandon Augustino, Dylan Herman, Guneykan Ozgul et al.2026 · 0 citationsarXiv
Quantum Speedups for Derivative Pricing Beyond Black-Scholes2602.03725v1 · Dylan Herman, Yue Sun, Jin-Peng Liu et al.2026 · 0 citationsarXiv
Mechanisms for Quantum Advantage in Global Optimization of Nonconvex Functions2510.03385v1 · Dylan Herman, Guneykan Ozgul, Anuj Apte et al.2025 · 0 citationsarXiv
A simple analysis of a quantum-inspired algorithm for solving low-rank linear systems2508.13108v1 · Tyler Chen, Junhyung Lyle Kim, Archan Ray et al.2025 · 0 citationsarXiv
Provably faster randomized and quantum algorithms for -means clustering via uniform sampling2504.20982v3 · Tyler Chen, Archan Ray, Akshay Seshadri et al.2025 · 0 citationsarXiv
Iterative Interpolation Schedules for Quantum Approximate Optimization Algorithm2504.01694v2 · Anuj Apte, Shree Hari Sureshbabu, Ruslan Shaydulin et al.2025 · 1 citationACM Transactions on Quantum Computing 7, 4, Article 23 (December 2026)
Threshold for Fault-tolerant Quantum Advantage with the Quantum Approximate Optimization Algorithm2504.01897v1 · Sivaprasad Omanakuttan, Zichang He, Zhiwei Zhang et al.2025 · 3 citationsarXiv
On Speedups for Convex Optimization via Quantum Dynamics2503.24332v2 · Shouvanik Chakrabarti, Dylan Herman, Jacob Watkins et al.2025 · 0 citationsarXiv
Fast Convex Optimization with Quantum Gradient Methods2503.17356v2 · Brandon Augustino, Dylan Herman, Enrico Fontana et al.2025 · 0 citationsarXiv
Synergizing quantum techniques with machine learning for advancing drug discovery challenge.39732935 · Liang, Zhiding, He, Zichang, Sun, Yue et al.2024 · 5 citationsScientific reports. 2024;14(1):31216
Generalized Short Path Algorithms: Towards Super-Quadratic Speedup over Markov Chain Search for Combinatorial Optimization2410.23270v2 · Shouvanik Chakrabarti, Dylan Herman, Guneykan Ozgul et al.2024 · 0 citationsarXiv
Decomposition Pipeline for Large-Scale Portfolio Optimization with Applications to Near-Term Quantum Computing2409.10301v2 · Atithi Acharya, Romina Yalovetzky, Pierre Minssen et al.2024 · 7 citationsPhys. Rev. Research 7, 023142 (2025)
Solving linear systems on quantum hardware with hybrid HHL+.39256450 · Yalovetzky, Romina, Minssen, Pierre, Herman, Dylan et al.2024 · 18 citationsScientific reports. 2024;14(1):20610
Characterizing barren plateaus in quantum ansätze with the adjoint representation.39174510 · Fontana, Enrico, Herman, Dylan, Chakrabarti, Shouvanik et al.2026 · 80 citationsNature communications. 2024;15(1):7171
Parameter Setting Heuristics Make the Quantum Approximate Optimization Algorithm Suitable for the Early Fault-Tolerant Era2408.09538v1 · Zichang He, Ruslan Shaydulin, Dylan Herman et al.2024 · 7 citationsICCAD '24: Proceedings of the 43rd IEEE/ACM International Conference on Computer-Aided Design, 63, pp. 1-7, 2024
Evidence of scaling advantage for the quantum approximate optimization algorithm on a classically intractable problem.38809986 · Shaydulin, Ruslan, Li, Changhao, Chakrabarti, Shouvanik et al.2024 · 121 citationsScience advances. 2024;10(22):eadm6761
Prospects of Privacy Advantage in Quantum Machine Learning2405.08801v2 · Jamie Heredge, Niraj Kumar, Dylan Herman et al.2024 · 1 citationarXiv
Quantum option pricing via the Karhunen-Loève expansion2402.10132v1 · Anupam Prakash, Yue Sun, Shouvanik Chakrabarti et al.2024 · 0 citationsarXiv
Quantum computing for finance2307.11230v1 · Dylan Herman, Cody Googin, Xiaoyuan Liu et al.2023 · 292 citationsNature Reviews Physics (2023)
Hardness of the Maximum Independent Set Problem on Unit-Disk Graphs and Prospects for Quantum Speedups2307.09442v3 · Ruben S. Andrist, Martin J. A. Schuetz, Pierre Minssen et al.2023 · 32 citationsPhys. Rev. Research 5, 043277 (2023)
Parameter Setting in Quantum Approximate Optimization of Weighted Problems2305.15201v3 · Shree Hari Sureshbabu, Dylan Herman, Ruslan Shaydulin et al.2023 · 42 citationsQuantum 8, 1231 (2024)
Alignment between Initial State and Mixer Improves QAOA Performance for Constrained Optimization2305.03857v3 · Zichang He, Ruslan Shaydulin, Shouvanik Chakrabarti et al.2023 · 49 citationsnpj Quantum Inf 9, 121 (2023)
Quantum Deep Hedging2303.16585v2 · El Amine Cherrat, Snehal Raj, Iordanis Kerenidis et al.2023 · 35 citationsQuantum 7, 1191 (2023)
Constrained quantum optimization for extractive summarization on a trapped-ion quantum computer.36229483 · Niroula, Pradeep, Shaydulin, Ruslan, Yalovetzky, Romina et al.2022 · 60 citationsScientific reports. 2022;12(1):17171
Constrained Optimization via Quantum Zeno Dynamics2209.15024v6 · Dylan Herman, Ruslan Shaydulin, Yue Sun et al.2022 · 42 citationsCommun Phys 6, 219 (2023)
Expressivity of Variational Quantum Machine Learning on the Boolean Cube2204.05286v3 · Dylan Herman, Rudy Raymond, Muyuan Li et al.2022 · 11 citationsIEEE Transactions on Quantum Engineering 4 (2023): 1-18
A Survey of Quantum Computing for Finance2201.02773v4 · Dylan Herman, Cody Googin, Xiaoyuan Liu et al.2022 · 90 citationsarXiv
Quantum Machine Learning for Finance2109.04298v1 · Marco Pistoia, Syed Farhan Ahmad, Akshay Ajagekar et al.2021 · 60 citationsarXiv
Career total: 48 works. 35 are in this corpus.
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