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Marco Pistoia

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affiliation: JPMorgan Chase, New York, NY, USA
affiliation (former): IBM Research

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Books and Theses

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2004
[b2]
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Marco Pistoia, Nataraj Nagaratnam, Larry Koved, Anthony J. Nadalin:
Enterprise Java security : Building secure J2EE applications. Addison-Wesley 2004, ISBN 978-0321118899
1999
[b1]
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Marco Pistoia, Milind Nagnur, Deepak Gupta, Ashok Ramani, Duane F. Reller:
JAVA 2 Network Security (2nd Edition). Prentice-Hall 1999, ISBN 0130155926

Journal Articles

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2024
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Shree Hari Sureshbabu, Dylan Herman, Ruslan Shaydulin, Joao Basso, Shouvanik Chakrabarti, Yue Sun, Marco Pistoia:
Parameter Setting in Quantum Approximate Optimization of Weighted Problems. Quantum 8: 1231 (2024)
2023
[j15]
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El Amine Cherrat, Snehal Raj, Iordanis Kerenidis, Abhishek Shekhar, Ben Wood, Jon Dee, Shouvanik Chakrabarti, Chun-Fu Richard Chen, Dylan Herman, Shaohan Hu, Pierre Minssen, Ruslan Shaydulin, Yue Sun, Romina Yalovetzky, Marco Pistoia:
Quantum Deep Hedging. Quantum 7: 1191 (2023)
2021
[j14]
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Arthur G. Rattew, Yue Sun, Pierre Minssen, Marco Pistoia:
The Efficient Preparation of Normal Distributions in Quantum Registers. Quantum 5: 609 (2021)
2019
[j13]
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Shaohan Hu, Peng Liu, Chun-Fu (Richard) Chen, Marco Pistoia, Jay M. Gambetta:
Reduction-Based Problem Mapping for Quantum Computing. Computer 52(6): 47-57 (2019)
[j12]
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Peng Liu, Shaohan Hu, Marco Pistoia, Chun-Fu (Richard) Chen, Jay M. Gambetta:
Stochastic Optimization of Quantum Programs. Computer 52(6): 58-67 (2019)
2013
[j11]
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Paul C. Castro, Joe W. Ligman, Marco Pistoia, John Ponzo, Gegi Thomas, Umut Topkara:
Runtime adaptive multi-factor authentication for mobile devices. IBM J. Res. Dev. 57(6) (2013)
[j10]
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Paul C. Castro, Joe W. Ligman, Marco Pistoia, John Ponzo, Gegi Thomas, Stephen P. Wood, Mauro Baluda:
Enabling Bring-Your-Own-Device using mobile application instrumentation. IBM J. Res. Dev. 57(6) (2013)
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Dragos Sbirlea, Michael G. Burke, Salvatore Guarnieri, Marco Pistoia, Vivek Sarkar:
Automatic detection of inter-application permission leaks in Android applications. IBM J. Res. Dev. 57(6) (2013)
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Takaaki Tateishi, Marco Pistoia, Omer Tripp:
Path- and index-sensitive string analysis based on monadic second-order logic. ACM Trans. Softw. Eng. Methodol. 22(4): 33:1-33:33 (2013)
2012
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Shay Artzi, Julian Dolby, Frank Tip, Marco Pistoia:
Fault Localization for Dynamic Web Applications. IEEE Trans. Software Eng. 38(2): 314-335 (2012)
2008
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Marco Pistoia, Úlfar Erlingsson:
Workshop on programming languages and analysis for security (PLAS 2008). ACM SIGPLAN Notices 43(12): 3-4 (2008)
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Marco Pistoia, Úlfar Erlingsson:
PLAS 2008 paper abstracts. ACM SIGPLAN Notices 43(12): 5-8 (2008)
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Marco Pistoia, Úlfar Erlingsson:
Programming languages and program analysis for security: a three-year retrospective. ACM SIGPLAN Notices 43(12): 32-39 (2008)
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Sharon Shoham, Eran Yahav, Stephen J. Fink, Marco Pistoia:
Static Specification Mining Using Automata-Based Abstractions. IEEE Trans. Software Eng. 34(5): 651-666 (2008)
2007
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Marco Pistoia, Satish Chandra, Stephen J. Fink, Eran Yahav:
A survey of static analysis methods for identifying security vulnerabilities in software systems. IBM Syst. J. 46(2): 265-288 (2007)
2001
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Larry Koved, Anthony J. Nadalin, Nataraj Nagaratnam, Marco Pistoia, Theodore Shrader:
Security challenges for Enterprise Java in an e-business environment. IBM Syst. J. 40(1): 130-152 (2001)

Conference and Workshop Papers

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2024
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Georgios Papadopoulos, Yash Satsangi, Shaltiel Eloul, Marco Pistoia:
Absolute Variation Distance: An Inversion Attack Evaluation Metric for Federated Learning. ECIR (4) 2024: 243-256
[c56]
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Georgios Papadopoulos, Yash Satsangi, Shaltiel Eloul, Marco Pistoia:
Ranking Distance Metric for Privacy Budget in Distributed Learning of Finite Embedding Data. ECIR (4) 2024: 257-269
2023
[c55]
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Ruslan Shaydulin, Marco Pistoia:
QAOAwith $N\cdot p\geq 200$. QCE 2023: 1074-1077
[c54]
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Danylo Lykov, Ruslan Shaydulin, Yue Sun, Yuri Alexeev, Marco Pistoia:
Fast Simulation of High-Depth QAOA Circuits. SC Workshops 2023: 1443-1451
2022
[c53]
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Bill Moriarty, Chun-Fu (Richard) Chen, Shaohan Hu, Sean Moran, Marco Pistoia, Vincenzo Piuri, Pierangela Samarati:
Utility-Preserving Biometric Information Anonymization. ESORICS (2) 2022: 24-41
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Kaiyan Shi, Rebekah Herrman, Ruslan Shaydulin, Shouvanik Chakrabarti, Marco Pistoia, Jeffrey Larson:
Multiangle QAOA Does Not Always Need All Its Angles. SEC 2022: 414-419
2021
[c51]
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Marco Pistoia, Syed Farhan Ahmad, Akshay Ajagekar, Alexander Buts, Shouvanik Chakrabarti, Dylan Herman, Shaohan Hu, Andrew Jena, Pierre Minssen, Pradeep Niroula, Arthur G. Rattew, Yue Sun, Romina Yalovetzky:
Quantum Machine Learning for Finance ICCAD Special Session Paper. ICCAD 2021: 1-9
2020
[c50]
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Marco Pistoia, Peng Liu, Chun-Fu (Richard) Chen, Shaohan Hu, Stephen P. Wood:
Parallelization of Classical Numerical optimization in Quantum Variational Algorithms. ICST 2020: 309-320
2019
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Shaohan Hu, Dmitri Maslov, Marco Pistoia, Jay M. Gambetta:
Efficient Circuits for Quantum Search over 2D Square Lattice Architecture. DAC 2019: 236
[c48]
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Quanfu Fan, Chun-Fu (Richard) Chen, Hilde Kuehne, Marco Pistoia, David D. Cox:
More Is Less: Learning Efficient Video Representations by Big-Little Network and Depthwise Temporal Aggregation. NeurIPS 2019: 2261-2270
2018
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Luciano Bello, Marco Pistoia:
ARES: triggering payload of evasive Android malware. MOBILESoft@ICSE 2018: 2-12
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Shaohan Hu, Peng Liu, Chun-Fu (Richard) Chen, Marco Pistoia:
Automatically solving NP-complete problems on a quantum computer. ICSE (Companion Volume) 2018: 258-259
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Chun-Fu Chen, Jinwook Oh, Quanfu Fan, Marco Pistoia:
SC-Conv: Sparse-Complementary Convolution for Efficient Model Utilization on CNNs. ISM 2018: 97-100
2017
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Abdulbaki Aydin, David Piorkowski, Omer Tripp, Pietro Ferrara, Marco Pistoia:
Visual Configuration of Mobile Privacy Policies. FASE 2017: 338-355
[c43]
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Peng Liu, Xiangyu Zhang, Marco Pistoia, Yunhui Zheng, Manoel Marques, Lingfei Zeng:
Automatic text input generation for mobile testing. ICSE 2017: 643-653
[c42]
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Chun-Fu (Richard) Chen, Marco Pistoia, Conglei Shi, Paolo Girolami, Joseph W. Ligman, Yong Wang:
UI X-Ray: Interactive Mobile UI Testing Based on Computer Vision. IUI 2017: 245-255
[c41]
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David Piorkowski, Sean Penney, Austin Z. Henley, Marco Pistoia, Margaret M. Burnett, Omer Tripp, Pietro Ferrara:
Foraging goes mobile: Foraging while debugging on mobile devices. VL/HCC 2017: 9-17
2016
[c40]
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Petar Tsankov, Marco Pistoia, Omer Tripp, Martin T. Vechev, Pietro Ferrara:
FASE: functionality-aware security enforcement. ACSAC 2016: 471-483
[c39]
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Massimo Pistoia, Marco Pistoia, Paolo Casacci:
ASTRO: Autism Support Therapy by RObot Interaction. ForItAAL 2016: 303-309
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David M. Lubensky, Marco Pistoia, Ching-Yung Lin, Omer Tripp:
Cognitive mobile security: invited conference keynote. MOBILESoft 2016: 267-268
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Omer Tripp, Marco Pistoia, Pietro Ferrara, Julia Rubin:
Pinpointing mobile malware using code analysis. MOBILESoft 2016: 275-276
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Joe W. Ligman, Marco Pistoia, Omer Tripp, Gegi Thomas:
Improving design validation of mobile application user interface implementation. MOBILESoft 2016: 277-278
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Mauro Baluda, Marco Pistoia, Paul C. Castro, Omer Tripp:
A framework for automatic anomaly detection in mobile applications. MOBILESoft 2016: 297-298
2015
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Pietro Ferrara, Omer Tripp, Marco Pistoia:
MorphDroid: Fine-grained Privacy Verification. ACSAC 2015: 371-380
[c33]
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Marco Pistoia:
Program Analysis for Mobile Application Integrity and Privacy Enforcement. CCS 2015: 1698-1699
[c32]
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Gianluca Barbon, Agostino Cortesi, Pietro Ferrara, Marco Pistoia, Omer Tripp:
Privacy Analysis of Android Apps: Implicit Flows and Quantitative Analysis. CISIM 2015: 3-23
[c31]
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Paolina Centonze, Marco Pistoia, Omer Tripp:
Access-rights Analysis in the Presence of Subjects. ECOOP 2015: 222-246
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Omer Tripp, Marco Pistoia, Paolina Centonze:
Application- and User-Sensitive Privacy Enforcement in Mobile Systems. MOBILESoft 2015: 162-163
[c29]
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Roee Hay, Omer Tripp, Marco Pistoia:
Dynamic detection of inter-application communication vulnerabilities in Android. ISSTA 2015: 118-128
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Marco Pistoia, Omer Tripp, Paolina Centonze, Joseph W. Ligman:
Labyrinth: Visually Configurable Data-Leakage Detection in Mobile Applications. MDM (1) 2015: 279-286
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Marco Pistoia, Omer Tripp, Pietro Ferrara, Paolina Centonze:
Automatic detection, correction, and visualization of security vulnerabilities in mobile apps. MobileDeLi 2015: 35-36
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Lucas Brutschy, Pietro Ferrara, Omer Tripp, Marco Pistoia:
ShamDroid: gracefully degrading functionality in the presence of limited resource access. OOPSLA 2015: 316-331
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Agostino Cortesi, Pietro Ferrara, Marco Pistoia, Omer Tripp:
Datacentric Semantics for Verification of Privacy Policy Compliance by Mobile Applications. VMCAI 2015: 61-79
2014
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Omer Tripp, Salvatore Guarnieri, Marco Pistoia, Aleksandr Y. Aravkin:
ALETHEIA: Improving the Usability of Static Security Analysis. CCS 2014: 762-774
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Omer Tripp, Pietro Ferrara, Marco Pistoia:
Hybrid security analysis of web JavaScript code via dynamic partial evaluation. ISSTA 2014: 49-59
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Marco Pistoia, Omer Tripp:
Integrating Security, Analytics and Application Management into the Mobile Development Lifecycle. MobileDeLi 2014: 17-18
2013
[c21]
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Omer Tripp, Marco Pistoia, Patrick Cousot, Radhia Cousot, Salvatore Guarnieri:
Andromeda: Accurate and Scalable Security Analysis of Web Applications. FASE 2013: 210-225
2011
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Nikolai Joukov, Vasily Tarasov, Joel Ossher, Birgit Pfitzmann, Sergej Chicherin, Marco Pistoia, Takaaki Tateishi:
Static discovery and remediation of code-embedded resource dependencies. Integrated Network Management 2011: 233-240
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Takaaki Tateishi, Marco Pistoia, Omer Tripp:
Path- and index-sensitive string analysis based on monadic second-order logic. ISSTA 2011: 166-176
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Salvatore Guarnieri, Marco Pistoia, Omer Tripp, Julian Dolby, Stephen Teilhet, Ryan Berg:
Saving the world wide web from vulnerable JavaScript. ISSTA 2011: 177-187
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Manu Sridharan, Shay Artzi, Marco Pistoia, Salvatore Guarnieri, Omer Tripp, Ryan Berg:
F4F: taint analysis of framework-based web applications. OOPSLA 2011: 1053-1068
2010
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Shay Artzi, Julian Dolby, Frank Tip, Marco Pistoia:
Practical fault localization for dynamic web applications. ICSE (1) 2010: 265-274
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Shay Artzi, Julian Dolby, Frank Tip, Marco Pistoia:
Directed test generation for effective fault localization. ISSTA 2010: 49-60
2009
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Emmanuel Geay, Marco Pistoia, Takaaki Tateishi, Barbara G. Ryder, Julian Dolby:
Modular string-sensitive permission analysis with demand-driven precision. ICSE 2009: 177-187
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Omer Tripp, Marco Pistoia, Stephen J. Fink, Manu Sridharan, Omri Weisman:
TAJ: effective taint analysis of web applications. PLDI 2009: 87-97
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Avraham Shinnar, Marco Pistoia, Anindya Banerjee:
A language for information flow: dynamic tracking in multiple interdependent dimensions. PLAS 2009: 125-131
2008
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Marco Pistoia:
Program Analysis and Programming Languages for Security. VMCAI 2008: 7
2007
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Paolina Centonze, Robert J. Flynn, Marco Pistoia:
Combining Static and Dynamic Analysis for Automatic Identification of Precise Access-Control Policies. ACSAC 2007: 292-303
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Marco Pistoia, Stephen J. Fink, Robert J. Flynn, Eran Yahav:
When Role Models Have Flaws: Static Validation of Enterprise Security Policies. ICSE 2007: 478-488
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Sharon Shoham, Eran Yahav, Stephen Fink, Marco Pistoia:
Static specification mining using automata-based abstractions. ISSTA 2007: 174-184
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Marco Pistoia, Anindya Banerjee, David A. Naumann:
Beyond Stack Inspection: A Unified Access-Control and Information-Flow Security Model. S&P 2007: 149-163
2006
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Marco Pistoia, Francesco Logozzo:
Program Analysis for Security and Privacy. ECOOP Workshops 2006: 59-68
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Paolina Centonze, Gleb Naumovich, Stephen J. Fink, Marco Pistoia:
Role-Based access control consistency validation. ISSTA 2006: 121-132
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Xiaolan Zhang, Larry Koved, Marco Pistoia, Sam Weber, Trent Jaeger, Guillaume Marceau, Liangzhao Zeng:
The case for analysis preserving language transformation. ISSTA 2006: 191-202
2005
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Marco Pistoia, Robert J. Flynn, Larry Koved, Vugranam C. Sreedhar:
Interprocedural Analysis for Privileged Code Placement and Tainted Variable Detection. ECOOP 2005: 362-386
2002
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Larry Koved, Marco Pistoia, Aaron Kershenbaum:
Access rights analysis for Java. OOPSLA 2002: 359-372
2001
[c1]
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Magda Mourad, Jonathan P. Munson, Tamer Nadeem, Giovanni Pacifici, Marco Pistoia, Alaa Youssef:
WebGuard: A System for Web Content Protection. WWW Posters 2001

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2008
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Úlfar Erlingsson, Marco Pistoia:
Proceedings of the 2008 Workshop on Programming Languages and Analysis for Security, PLAS 2008, Tucson, AZ, USA, June 8, 2008. ACM 2008, ISBN 978-1-59593-936-4 [contents]

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2024
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Michael A. Perlin, Ruslan Shaydulin, Benjamin P. Hall, Pierre Minssen, Changhao Li, Kabir Dubey, Richard Rines, Eric R. Anschütz, Marco Pistoia, Pranav Gokhale:
Q-CHOP: Quantum constrained Hamiltonian optimization. CoRR abs/2403.05653 (2024)
2023
[i22]
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Ruslan Shaydulin, Marco Pistoia:
QAOA with N·p≥200. CoRR abs/2303.02064 (2023)
[i21]
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El Amine Cherrat, Snehal Raj, Iordanis Kerenidis, Abhishek Shekhar, Ben Wood, Jon Dee, Shouvanik Chakrabarti, Chun-Fu Richard Chen, Dylan Herman, Shaohan Hu, Pierre Minssen, Ruslan Shaydulin, Yue Sun, Romina Yalovetzky, Marco Pistoia:
Quantum Deep Hedging. CoRR abs/2303.16585 (2023)
[i20]
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Zichang He, Ruslan Shaydulin, Shouvanik Chakrabarti, Dylan Herman, Changhao Li, Yue Sun, Marco Pistoia:
Alignment between Initial State and Mixer Improves QAOA Performance for Constrained Portfolio Optimization. CoRR abs/2305.03857 (2023)
[i19]
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Ruslan Shaydulin, Changhao Li, Shouvanik Chakrabarti, Matthew DeCross, Dylan Herman, Niraj Kumar, Jeffrey Larson, Danylo Lykov, Pierre Minssen, Yue Sun, Yuri Alexeev, Joan M. Dreiling, John P. Gaebler, Thomas M. Gatterman, Justin A. Gerber, Kevin Gilmore, Dan Gresh, Nathan Hewitt, Chandler V. Horst, Shaohan Hu, Jacob Johansen, Mitchell Matheny, Tanner Mengle, Michael Mills, Steven A. Moses, Brian Neyenhuis, Peter Siegfried, Romina Yalovetzky, Marco Pistoia:
Evidence of Scaling Advantage for the Quantum Approximate Optimization Algorithm on a Classically Intractable Problem. CoRR abs/2308.02342 (2023)
[i18]
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Danylo Lykov, Ruslan Shaydulin, Yue Sun, Yuri Alexeev, Marco Pistoia:
Fast Simulation of High-Depth QAOA Circuits. CoRR abs/2309.04841 (2023)
[i17]
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Niraj Kumar, Romina Yalovetzky, Changhao Li, Pierre Minssen, Marco Pistoia:
Des-q: a quantum algorithm to construct and efficiently retrain decision trees for regression and binary classification. CoRR abs/2309.09976 (2023)
[i16]
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Niraj Kumar, Jamie Heredge, Changhao Li, Shaltiel Eloul, Shree Hari Sureshbabu, Marco Pistoia:
Expressive variational quantum circuits provide inherent privacy in federated learning. CoRR abs/2309.13002 (2023)
[i15]
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Changhao Li, Boning Li, Omar Amer, Ruslan Shaydulin, Shouvanik Chakrabarti, Guoqing Wang, Haowei Xu, Hao Tang, Isidor Schoch, Niraj Kumar, Charles Lim, Ju Li, Paola Cappellaro, Marco Pistoia:
Blind quantum machine learning with quantum bipartite correlator. CoRR abs/2310.12893 (2023)
[i14]
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Changhao Li, Niraj Kumar, Zhixin Song, Shouvanik Chakrabarti, Marco Pistoia:
Privacy-preserving quantum federated learning via gradient hiding. CoRR abs/2312.04447 (2023)
2022
[i13]
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Farzam Toudeh-Fallah, Marco Pistoia, Yasushi Kawakura, Navid Moazzami, David H. Kramer, Robert I. Woodward, Greg Sysak, Benny John, Omar Amer, Antigoni O. Polychroniadou, Jeffrey Lyon, Suresh Shetty, Tulasi D. Movva, Sudhir Upadhyay, Monik Raj Behera, Joseph A. Dolphin, Paul A. Haigh, James F. Dynes, Andrew J. Shields:
Paving the Way towards 800 Gbps Quantum-Secured Optical Channel Deployment in Mission-Critical Environments. CoRR abs/2202.07764 (2022)
[i12]
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Pradeep Niroula, Ruslan Shaydulin, Romina Yalovetzky, Pierre Minssen, Dylan Herman, Shaohan Hu, Marco Pistoia:
Constrained Quantum Optimization for Extractive Summarization on a Trapped-ion Quantum Computer. CoRR abs/2206.06290 (2022)
[i11]
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Chun-Fu Chen, Shaohan Hu, Zhonghao Shi, Prateek Gulati, Bill Moriarty, Marco Pistoia, Vincenzo Piuri, Pierangela Samarati:
MaSS: Multi-attribute Selective Suppression. CoRR abs/2210.09904 (2022)
[i10]
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Tianyi Hao, Ruslan Shaydulin, Marco Pistoia, Jeffrey Larson:
Exploiting In-Constraint Energy in Constrained Variational Quantum Optimization. CoRR abs/2211.07016 (2022)
[i9]
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Lucas Slattery, Ruslan Shaydulin, Shouvanik Chakrabarti, Marco Pistoia, Sami Khairy, Stefan M. Wild:
Numerical evidence against advantage with quantum fidelity kernels on classical data. CoRR abs/2211.16551 (2022)
2021
[i8]
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Arthur G. Rattew, Marco Pistoia:
On the Exponential Sample Complexity of the Quantum State Sign Estimation Problem. CoRR abs/2108.03193 (2021)
[i7]
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  - journals/corr/abs-2109-04298
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Marco Pistoia, Syed Farhan Ahmad, Akshay Ajagekar, Alexander Buts, Shouvanik Chakrabarti, Dylan Herman, Shaohan Hu, Andrew Jena, Pierre Minssen, Pradeep Niroula, Arthur G. Rattew, Yue Sun, Romina Yalovetzky:
Quantum Machine Learning for Finance. CoRR abs/2109.04298 (2021)
2020
[i6]
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  - journals/corr/abs-2005-06468
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Austin Gilliam, Marco Pistoia, Constantin Gonciulea:
Optimizing Quantum Search Using a Generalized Version of Grover's Algorithm. CoRR abs/2005.06468 (2020)
[i5]
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Austin Gilliam, Marco Pistoia, Constantin Gonciulea:
Canonical Construction of Quantum Oracles. CoRR abs/2006.10656 (2020)
[i4]
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Austin Gilliam, Marco Pistoia, Constantin Gonciulea:
Optimizing Quantum Search with a Binomial Version of Grover's Algorithm. CoRR abs/2007.10894 (2020)
2019
[i3]
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  - journals/corr/abs-1910-09694
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Arthur G. Rattew, Shaohan Hu, Marco Pistoia, Chun-Fu (Richard) Chen, Steve Wood:
A Domain-agnostic, Noise-resistant Evolutionary Variational Quantum Eigensolver for Hardware-efficient Optimization in the Hilbert Space. CoRR abs/1910.09694 (2019)
[i2]
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Quanfu Fan, Chun-Fu Chen, Hilde Kuehne, Marco Pistoia, David D. Cox:
More Is Less: Learning Efficient Video Representations by Big-Little Network and Depthwise Temporal Aggregation. CoRR abs/1912.00869 (2019)
2018
[i1]
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Chun-Fu Chen, Quanfu Fan, Marco Pistoia, Gwo Giun Lee:
Efficient Fusion of Sparse and Complementary Convolutions for Object Recognition and Detection. CoRR abs/1808.02167 (2018)

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