Friday, March 18, 2022
11:30AM - 11:42AM
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Z38.00001: Non-Boolean Quantum Amplitude Amplification and Machine Learning applications
Prasanth Shyamsundar, Evan Peters
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Friday, March 18, 2022
11:42AM - 11:54AM
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Z38.00002: Quantum State Tomography with Mode-assisted Training
Yuan-Hang Zhang
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Friday, March 18, 2022
11:54AM - 12:06PM
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Z38.00003: Quantum Cross Entropy in Quantum Machine Learning
Shangnan Zhou
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Friday, March 18, 2022
12:06PM - 12:18PM
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Z38.00004: Quantum constraint learning for quantum approximate optimization algorithm
Santosh Radha
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Friday, March 18, 2022
12:18PM - 12:30PM
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Z38.00005: Approximating Entanglement Measures Using VQA
Ryan T McGaha, George Androulakis
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Friday, March 18, 2022
12:30PM - 12:42PM
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Z38.00006: Topological and geometric patterns in optimal bang-bang protocols for variational quantum algorithms: application to the XXZ model on the square lattice
Armin Rahmani, Matthew T Scoggins
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Friday, March 18, 2022
12:42PM - 12:54PM
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Z38.00007: Quantum Algorithm for Topological Data Analysis
Bernardo Ameneyro, George Siopsis, Vasileios Maroulas
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Friday, March 18, 2022
12:54PM - 1:06PM
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Z38.00008: Shapes of quantum entanglement with persistent homology
Bart Olsthoorn, Alexander V Balatsky
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Friday, March 18, 2022
1:06PM - 1:18PM
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Z38.00009: Quantum Supervised Learning Method for Outlier Detection
Anna Hughes, Santosh Radha, Jack S Baker
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Friday, March 18, 2022
1:18PM - 1:30PM
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Z38.00010: Quantum continual learning overcoming catastrophic forgetting
Wenjie Jiang, Zhide Lu, Dong-Ling Deng
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Friday, March 18, 2022
1:30PM - 1:42PM
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Z38.00011: Subtleties in the trainability of quantum machine learning models
Supanut Thanasilp, Samson Wang, Nhat Anh Nghiem Vu, Patrick J Coles, Marco Cerezo
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Friday, March 18, 2022
1:42PM - 1:54PM
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Z38.00012: Closing in on Practical Quantum Advantage for Combinatorial Optimization with Quantum Generative Models (Part 1)
Alejandro Perdomo-Ortiz, Francisco J Fernandez Alcazar
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Friday, March 18, 2022
1:54PM - 2:06PM
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Z38.00013: Closing in on Practical Quantum Advantage for Combinatorial Optimization with Quantum Generative Models (Part 2)
Alejandro Perdomo-Ortiz, Francisco J Fernandez Alcazar
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Friday, March 18, 2022
2:06PM - 2:18PM
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Z38.00014: Differentiable Quantum Circuits for Solving Differential Equations and Generating Time Series
Annie E Paine, Oleksandr Kyriienko, Vincent E Elfving
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Friday, March 18, 2022
2:18PM - 2:30PM
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Z38.00015: Quantum algorithm for the spectral analysis of a random walk operator with the application in manifold learning
Apimuk Sornsaeng, Ninnat Dangniam, Pantita Palittapongarnpim, Thiparat Chotibut
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