An analytic theory for the dynamics of wide quantum neural networks (2022)
with Junyu Liu, Khadijeh Najafi, Francesco Tacchino, Liang Jiang, and Antonio Mezzacapo
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
Talks: QTML 2021
Diagnosing barren plateaus with tools from quantum optimal control (2021)
with Martin Larocca, Piotr Czarnik, Gopikrishnan Muraleedharan, Patrick Coles, and Marco Cerezo
Talks: QIP 2022, QTML 2021
Seminars: QSI seminar, UTS
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 2020
Bounding the energy-constrained quantum and private capacities of phase-insensitive bosonic Gaussian channels (2017)
with Mark M. Wilde, Sushovit Adhikari, and Masahiro Takeoka
Talks: RMSQI 2018, QuILT 2018, SQCW 2018.
Seminars: U of Calgary, LSU, HRI.
Distribution of Bell-inequality violation versus multiparty-quantum-correlation measures (2016)
with Tamoghna Das, Aditi Sen De, and Ujjwal Sen
Talks: APS 2017
Seminars: LSU, HRI Allahabad, and IISER Bhopal
Analyzing the Loss Landscape of Quantum Neural Networks: Barren Plateaus and Overparametrization [slides, video]
QIP 2022. Speaker: Martin Larocca
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.
Quantum information processing via oscillating ions: coupling of normal modes
Physics colloquia, IISER Bhopal, Madhya Pradesh, India, September 2014.
Program committee: QTML2022, YQIS 2021, QTML 2021, QuICS seminar committee 2021
Conferences: 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