Solving linear systems on quantum hardware with hybrid HHL
Yalovetzky, Romina, Minssen, Pierre, Herman, Dylan, Pistoia, Marco
Published in Scientific reports (10.09.2024)
Published in Scientific reports (10.09.2024)
Get full text
Journal Article
Characterizing barren plateaus in quantum ansätze with the adjoint representation
Fontana, Enrico, Herman, Dylan, Chakrabarti, Shouvanik, Kumar, Niraj, Yalovetzky, Romina, Heredge, Jamie, Sureshbabu, Shree Hari, Pistoia, Marco
Published in Nature communications (22.08.2024)
Published in Nature communications (22.08.2024)
Get full text
Journal Article
Constrained optimization via quantum Zeno dynamics
Herman, Dylan, Shaydulin, Ruslan, Sun, Yue, Chakrabarti, Shouvanik, Hu, Shaohan, Minssen, Pierre, Rattew, Arthur, Yalovetzky, Romina, Pistoia, Marco
Published in Communications physics (18.08.2023)
Published in Communications physics (18.08.2023)
Get full text
Journal Article
Quantum Deep Hedging
Cherrat, El Amine, Raj, Snehal, Kerenidis, Iordanis, Shekhar, Abhishek, Wood, Ben, Dee, Jon, Chakrabarti, Shouvanik, Chen, Richard, Herman, Dylan, Hu, Shaohan, Minssen, Pierre, Shaydulin, Ruslan, Sun, Yue, Yalovetzky, Romina, Pistoia, Marco
Published in Quantum (Vienna, Austria) (29.11.2023)
Published in Quantum (Vienna, Austria) (29.11.2023)
Get full text
Journal Article
Hardness of the maximum-independent-set problem on unit-disk graphs and prospects for quantum speedups
Andrist, Ruben S., Schuetz, Martin J. A., Minssen, Pierre, Yalovetzky, Romina, Chakrabarti, Shouvanik, Herman, Dylan, Kumar, Niraj, Salton, Grant, Shaydulin, Ruslan, Sun, Yue, Pistoia, Marco, Katzgraber, Helmut G.
Published in Physical review research (01.12.2023)
Published in Physical review research (01.12.2023)
Get full text
Journal Article
Quantum Machine Learning for Finance ICCAD Special Session Paper
Pistoia, Marco, Ahmad, Syed Farhan, Ajagekar, Akshay, Buts, Alexander, Chakrabarti, Shouvanik, Herman, Dylan, Hu, Shaohan, Jena, Andrew, Minssen, Pierre, Niroula, Pradeep, Rattew, Arthur, Sun, Yue, Yalovetzky, Romina
Published in 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD) (01.11.2021)
Published in 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD) (01.11.2021)
Get full text
Conference Proceeding
Evidence of scaling advantage for the quantum approximate optimization algorithm on a classically intractable problem
Shaydulin, Ruslan, Li, Changhao, Chakrabarti, Shouvanik, DeCross, Matthew, Herman, Dylan, Kumar, Niraj, Larson, Jeffrey, Lykov, Danylo, Minssen, Pierre, Sun, Yue, Alexeev, Yuri, Dreiling, Joan M, Gaebler, John P, Gatterman, Thomas M, Gerber, Justin A, Gilmore, Kevin, Gresh, Dan, Hewitt, Nathan, Horst, Chandler V, Hu, Shaohan, Johansen, Jacob, Matheny, Mitchell, Mengle, Tanner, Mills, Michael, Moses, Steven A, Neyenhuis, Brian, Siegfried, Peter, Yalovetzky, Romina, Pistoia, Marco
Published in Science advances (31.05.2024)
Published in Science advances (31.05.2024)
Get full text
Journal Article
Des-q: a quantum algorithm to provably speedup retraining of decision trees
Kumar, Niraj, Yalovetzky, Romina, Li, Changhao, Minssen, Pierre, Pistoia, Marco
Year of Publication 18.09.2023
Year of Publication 18.09.2023
Get full text
Journal Article
Universal Quantum Speedup for Branch-and-Bound, Branch-and-Cut, and Tree-Search Algorithms
Chakrabarti, Shouvanik, Minssen, Pierre, Yalovetzky, Romina, Pistoia, Marco
Year of Publication 06.10.2022
Year of Publication 06.10.2022
Get full text
Journal Article
Prospects of Privacy Advantage in Quantum Machine Learning
Heredge, Jamie, Kumar, Niraj, Herman, Dylan, Chakrabarti, Shouvanik, Yalovetzky, Romina, Sureshbabu, Shree Hari, Li, Changhao, Pistoia, Marco
Year of Publication 14.05.2024
Year of Publication 14.05.2024
Get full text
Journal Article
The Adjoint Is All You Need: Characterizing Barren Plateaus in Quantum Ans\"atze
Fontana, Enrico, Herman, Dylan, Chakrabarti, Shouvanik, Kumar, Niraj, Yalovetzky, Romina, Heredge, Jamie, Sureshbabu, Shree Hari, Pistoia, Marco
Year of Publication 14.09.2023
Year of Publication 14.09.2023
Get full text
Journal Article
Constrained Quantum Optimization for Extractive Summarization on a Trapped-ion Quantum Computer
Niroula, Pradeep, Shaydulin, Ruslan, Yalovetzky, Romina, Minssen, Pierre, Herman, Dylan, Hu, Shaohan, Pistoia, Marco
Published in arXiv.org (01.10.2022)
Published in arXiv.org (01.10.2022)
Get full text
Paper
Journal Article
Constrained Optimization via Quantum Zeno Dynamics
Herman, Dylan, Shaydulin, Ruslan, Sun, Yue, Chakrabarti, Shouvanik, Hu, Shaohan, Minssen, Pierre, Rattew, Arthur, Yalovetzky, Romina, Pistoia, Marco
Published in arXiv.org (08.08.2023)
Published in arXiv.org (08.08.2023)
Get full text
Paper
Journal Article
Solving Linear Systems on Quantum Hardware with Hybrid HHL
Yalovetzky, Romina, Minssen, Pierre, Herman, Dylan, Pistoia, Marco
Published in arXiv.org (10.07.2024)
Get full text
Published in arXiv.org (10.07.2024)
Paper
Decomposition Pipeline for Large-Scale Portfolio Optimization with Applications to Near-Term Quantum Computing
Acharya, Atithi, Yalovetzky, Romina, Minssen, Pierre, Chakrabarti, Shouvanik, Shaydulin, Ruslan, Raymond, Rudy, Sun, Yue, Herman, Dylan, Andrist, Ruben S, Salton, Grant, Schuetz, Martin J. A, Katzgraber, Helmut G, Pistoia, Marco
Year of Publication 16.09.2024
Year of Publication 16.09.2024
Get full text
Journal Article