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