Bulletin of the American Physical Society

APS March Meeting 2021

Volume 66, Number 1

Monday–Friday, March 15–19, 2021; Virtual; Time Zone: Central Daylight Time, USA

Session Index

Session S32: Quantum Machine Learning I

Focus Session Live

Show Abstracts

Sponsoring Units: DQI GDS
Chair: Pierre-Luc Dallaire-Demers, Zapata Computing Inc

Thursday, March 18, 2021 11:30AM - 11:42AM Live		S32.00001: The power of quantum neural networks Amira Abbas, David Sutter, Christa Zoufal, Aurelien Lucchi, Alessio Figalli, Stefan Woerner
Thursday, March 18, 2021 11:42AM - 11:54AM Live		S32.00002: Variational Quantum Boltzmann Machines Christa Zoufal, Aurélien Lucchi, Stefan Woerner
Thursday, March 18, 2021 11:54AM - 12:06PM Live		S32.00003: Data re-uploading for a universal quantum classifier Adrián Pérez-Salinas, Alba Cervera-Lierta, Elies Gil-Fuster, José I. Latorre
Thursday, March 18, 2021 12:06PM - 12:18PM Live		S32.00004: Learnability and Complexity of Quantum Sample Murphy Yuezhen Niu, Andrew Dai, Li Li, Vadim Smelyanskiy, Hartmut Neven, Sergio Boixo
Thursday, March 18, 2021 12:18PM - 12:30PM Not Participating		S32.00005: Operational Natural Gradients For Variational Quantum Algorithms Nathan McMahon
Thursday, March 18, 2021 12:30PM - 12:42PM Live		S32.00006: Generation of High Resolution Handwritten Digits with Samples from a Quantum Device Manuel S. Rudolph, Ntwali Toussaint Bashige, Amara Katabarwa, Borja Peropadre, Alejandro Perdomo-Ortiz
Thursday, March 18, 2021 12:42PM - 1:18PM Live		S32.00007: Tensor-Flow Quantum: An open source software framework for hybrid quantum-classical machine learning Invited Speaker: Masoud Mohseni
Thursday, March 18, 2021 1:18PM - 1:30PM Live		S32.00008: Barren Plateaus in Quantum Neural Networks Marco Cerezo de la Roca, Akira Sone, Kunal Sharma, Tyler Volkoff, Lukasz Cincio, Patrick Coles
Thursday, March 18, 2021 1:30PM - 1:42PM Live		S32.00009: Power of data in quantum machine learning Hsin-Yuan Huang, Michael Broughton, Masoud Mohseni, Ryan Babbush, Jarrod McClean
Thursday, March 18, 2021 1:42PM - 1:54PM Live		S32.00010: Quantum Machine Learning with Quantum-Probabilistic Generative Models Antonio Javier Martinez, Geoffrey Roeder, Guillaume Verdon-Akzam
Thursday, March 18, 2021 1:54PM - 2:06PM Live		S32.00011: A divide-and-conquer algorithm for quantum state preparation Israel F. Araujo, Kyungdeock Daniel Park, Francesco Petruccione, Adenilton J. da Silva
Thursday, March 18, 2021 2:06PM - 2:18PM Live		S32.00012: Enhancing Combinatorial Optimization with Quantum Generative Models Francisco Fernandez Alcazar, Alejandro Perdomo
Thursday, March 18, 2021 2:18PM - 2:30PM Live		S32.00013: Adversarial Robustness of Quantum Machine Learning Models Haoran Liao, Ian Convy, William Huggins, Birgitta K Whaley

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Bulletin of the American Physical Society

APS March Meeting 2021

Volume 66, Number 1

Monday–Friday, March 15–19, 2021; Virtual; Time Zone: Central Daylight Time, USA

Session Index

Session S32: Quantum Machine Learning I

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