Publications
Continuous-variable quantum state designs: theory and applications (2022)
with Joseph T. Iosue, Michael J. Gullans, and Victor V. Albert
[][arXiv]
Talks: QIP 2023Quantum Non-Demolition Photon Counting in a 2d Rydberg Atom Array (2022)
with Christopher Fechisin, Przemyslaw Bienias, Steven L. Rolston, J. V. Porto, Michael J. Gullans, and Alexey V. Gorshkov
[][arXiv]An analytic theory for the dynamics of wide quantum neural networks (2022)
with Junyu Liu, Khadijeh Najafi, Francesco Tacchino, Liang Jiang, and Antonio Mezzacapo
[][arXiv]Generalization in quantum machine learning from few training data (2021)
with Matthias C. Caro, Hsin-Yuan Huang, Marco Cerezo, Andrew Sornborger, Lukasz Cincio, and Patrick Coles
[NatComm][arXiv]
Talks: QTML 2021Estimating distinguishability measures for quantum states, channels, and strategies on quantum computers (2021)
with Rochisha Agarwal, Soorya Rethinasamy, and Mark M. Wilde
[][arXiv]
Talks: QTML 2021Diagnosing barren plateaus with tools from quantum optimal control (2021)
with Martin Larocca, Piotr Czarnik, Gopikrishnan Muraleedharan, Patrick Coles, and Marco Cerezo
[Quantum][arXiv]
Talks: QIP 2022, QTML 2021
Seminars: QSI seminar, UTSConnecting ansatz expressibility to gradient magnitudes and barren plateaus (2021)
with Zoe Holmes, Marco Cerezo, and Patrick Coles
[PRX Quantum] [arXiv]
Seminars: QSI seminar, UTSOptimal tests for continuous-variable quantum teleportation and photodetectors (2020)
with Barry C. Sanders and Mark M. Wilde
[PRR][arXiv]
Talks: APS 2021, QuILT 2020Error mitigation on a near-term quantum photonic device (2020)
with Daiqin Su, Robert Israel, Ish Dhand, Haoyu Qi, and Kamil Bradler
[Quantum] [arXiv]Noise-induced barren plateaus in variational quantum algorithms (2020)
with Samson Wang, Enrico Fontana, Marco Cerezo, Akira Sone, Lukasz Cincio, and Patrick Coles
[NatComm] [arXiv] [News]
Talks: QuAlg 2020Reformulation of the No-Free-Lunch theorem for entangled data sets (2020)
with Marco Cerezo, Zoe Holmes, Lukasz Cincio, Andrew Sornborger, and Patrick Coles
[PRL] [arXiv] [News]
Talks: QuILT 2020Trainability of dissipative perceptron-based quantum neural networks (2020)
with Marco Cerezo, Lukasz Cincio, and Patrick Coles
[PRL][arXiv]
Seminar: CQT, SingaporeVariational quantum state eigensolver (2020)
with Marco Cerezo, Andrew Arrasmith, and Patrick Coles
[npjQI][arXiv]Noise resilience of variational quantum compiling (2019)
with Sumeet Khatri, Marco Cerezo, and Patrick Coles
[NJP], [arXiv]
Talks: APS 2020, QuILT 2019
Seminars: LSU, LANLInformation-theoretic aspects of generalized amplitude damping channel (2019)
with Sumeet Khatri, and Mark M. Wilde
[PRA], [arXiv]Characterizing the performance of continuous-variable Gaussian quantum gates (2018)
with Mark M. Wilde
[PRR], [arXiv]
Talks: QIP 2020, APS 2019, QuILT 2018
Seminars: XanaduEntanglement-assisted private communication over quantum broadcast channels (2018)
with Haoyu Qi, and Mark M. Wilde
[JPA], [arXiv]Bounding the energy-constrained quantum and private capacities of phase-insensitive bosonic Gaussian channels (2017)
with Mark M. Wilde, Sushovit Adhikari, and Masahiro Takeoka
[NJP], [arXiv]
Talks: RMSQI 2018, QuILT 2018, SQCW 2018.
Seminars: U of Calgary, LSU, HRI.Conditional quantum one-time pad (2017)
with Eyuri Wakakuwa and Mark M. Wilde
[PRL], [PRL Supp], [arXiv]
Seminars: LSU, HRI AllahabadDistribution of Bell-inequality violation versus multiparty-quantum-correlation measures (2016)
with Tamoghna Das, Aditi Sen De, and Ujjwal Sen
[PRA], [arXiv]
Talks: APS 2017
Seminars: LSU, HRI Allahabad, and IISER Bhopal
Talks
Continuous-variable quantum state designs: theory and applications [slides, video]
QIP 2023. Speaker: Joe IosueAnalyzing the Loss Landscape of Quantum Neural Networks: Barren Plateaus and Overparametrization [slides, video]
QIP 2022. Speaker: Martin LaroccaTrainability of Parameterized Quantum Circuits [slides, video]
QSI seminar, University of Technology Sydney, Australia, Oct 2021; IBM seminar, July 2021.Optimal tests for continuous-variable quantum teleportation and photodetectors [slides, video]
APS 2021, (virtual) [slides, video]; QuILT day, virtual conference, December 2020. [slides, video].Energy-constrained distinguishability measures for assessing performance in quantum information processing [slides, video]
Ph.D. thesis defense, virtual, LSU, March 2021.Noise-induced barren plateaus in variational quantum algorithms
QuAlg20, September 2020. Speaker: Samson Wang. [video]Variational Quantum State Eigensolver
QuAlg20, September 2020. Speaker: Marco Cerezo. [video]Reformulation of the no-free-lunch theorem for entangled data sets [slides, video]
QuILT day, August 2020.Trainability of Dissipative Perceptron-Based Quantum Neural Networks [pdf, video]
Seminar, CQT Singapore, June 2020 (invited).Characterizing the performance of continuous-variable Gaussian quantum gates [pdf, poster, video]
QIP 2020, Shenzhen, China, January, 2020 [pdf, video]; APS 2019, Boston, Massachusetts, US, March 2019 [pdf]; Seminar, Xanadu, Feb 2019 (invited); QuILT day, LSU, Baton Rouge, US, November 2018 [pdf, video]; QIP 2019, Colorado, US, January 2019 [poster].Bounding the energy-constrained quantum capacity of phase-insensitive bosonic Gaussian channels [pdf, poster]
Boulder School 2018: Quantum Information, July 2-27, 2018; RMSQI Jila, University of Colorado Boulder, US, June 2018; QuILT day, Tulane University, New Orleans, US, May 2018; SQCW, University of Georgia, Athens, US, May 2018; SQuInT, Santa Fe, US, Feb 2018 [poster]; QIC seminar, Harish-Chandra Research Institute, Allahabad, India, Dec 2017; IQST seminar, University of Calgary, Alberta, Canada, Nov 2017 (invited); QST seminar, Louisiana State University, Baton Rouge, LA, US, Nov 2017.Noise Resilience of Variational Quantum Compiling [pdf, video]
APS 2020, Denver, Colorado, US, March 2020 [pdf, video]; QuILT day, Tulane University, New Orleans, US, Nov 2019; QST seminar, Louisiana State University, Baton Rouge, LA, US, Aug 2019; QCSS 2019, LANL, New Mexico, US, August 2019.Conditional quantum one-time pad
QIC seminar, Harish-Chandra Research Institute, Allahabad, Uttar Pradesh, India, Dec 2017.Distribution of Bell-inequality violation versus multiparty-quantum-correlation measures [pdf]
APS 2017, New Orleans, LA, US, March 2017.Quantum information processing via oscillating ions: coupling of normal modes
Physics colloquia, IISER Bhopal, Madhya Pradesh, India, September 2014.
Academic service
Reviewed/sub-reviewed for:
Editor: Quantum
Program committee: QTML2022, YQIS 2021, QTML 2021, QuICS seminar committee 2021
Conferences: QIP 2023, ISIT 2022, QTML2022, TQC 2022, QIP 2022, QTML 2021, AQIS 2021, YQIS 2021, TQC 2021
Journals: Physical Review Letters, Nature Communications, Quantum, npj Quantum Information, Physical Review A, IEEE Transactions on Information Theory, Quantum Science and Technology, Communication Physics, New Journal of Physics, Physical Review Applied, Physical Review Research