Friday, March 8, 2024
11:30AM - 12:06PM
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Z49.00001: Overview of algorithms in quantum machine learning
Invited Speaker:
Srinivasan Arunachalam
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Friday, March 8, 2024
12:06PM - 12:18PM
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Z49.00002: Training Support Vector Machines on Adiabatic Quantum Computers
Prasanna Date, Dong Jun Woun, Kathleen E Hamilton, Eduardo A Coello Perez, Mayanka Chandra Shekar, Francisco Rios, John Gounley, In-Saeng Suh, Travis S Humble, Georgia Tourassi
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Friday, March 8, 2024
12:18PM - 12:30PM
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Z49.00003: Statistical Zero Knowledge Problems Inspire Novel Classification Tasks for the Quantum Kernel Support Vector Machine
Saleh Naghdi, Casey R Myers, Michelle Y Simmons
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Friday, March 8, 2024
12:30PM - 12:42PM
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Z49.00004: Quantum-classical hybrid algorithm to construct quantum explicit model from quantum kernel method
Akimoto Nakayama, Hayata Morisaki, Kosuke Mitarai, Keisuke Fujii
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Friday, March 8, 2024
12:42PM - 12:54PM
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Z49.00005: Training quantum embedding kernels with data re-uploading quantum neural networks
Pablo Rodriguez-Grasa, Yue Ban, Mikel Sanz
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Friday, March 8, 2024
12:54PM - 1:06PM
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Z49.00006: Quantum Algorithms for State Preparation and Data Classification based on Stabilizer Codes
Eduardo R Mucciolo, Pejman Jouzdani, H. Arslan Hashim
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Friday, March 8, 2024
1:06PM - 1:18PM
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Z49.00007: Quantum fourier vision transformer circuits for variational self-attention-based learning
Ethan N Evans, Matthew G Cook, Margarite LaBorde, Zachary P Bradshaw, Dominic M Byrne
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Friday, March 8, 2024
1:18PM - 1:30PM
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Z49.00008: Title: Comparative Study of Classical and Quantum Learning Models: Performance and Embedding Techniques in Binary Classification
Nick Stapleton, Vicente Leyton Ortega
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Friday, March 8, 2024
1:30PM - 1:42PM
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Z49.00009: Des-q: a quantum algorithm to construct and efficiently retrain decision trees for regression and binary classification
Romina Yalovetzky, Niraj Kumar, Changhao Li, Pierre Minssen, Marco Pistoia
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Friday, March 8, 2024
1:42PM - 1:54PM
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Z49.00010: Efficient and quantum-adaptive machine learning with fermion neural networks
Yi Zhang
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