Quantum machine learning - Near-Term Applications
FOCUS · Y50 · ID: 2154946
Presentations
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Practical hybrid digital-analog quantum learning on Rydberg atom arrays
ORAL
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Presenters
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Kristina G Wolinski
- Princeton University
Authors
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Kristina G Wolinski
- Princeton University
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Milan Kornjaca
- QuEra Computing
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Susanne F Yelin
- Harvard University
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Jonathan Z Lu
- Massachusetts Institute of Technology
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Lucy Jiao
- Harvard University
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Hong-Ye Hu
- Harvard University
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Fangli Liu
- QuEra Computing
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Shengtao Wang
- QuEra Computing Inc.
- QuEra Computing
- QUERA
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Quantum-enhanced machine learning using phosphorus-doped silicon quantum dots
ORAL
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Publication: Experimental quantum-enhanced machine learning using quantum many-body systems
Presenters
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Samuel K Gorman
- University of New South Wales
Authors
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Samuel Sutherland
- University of New South Wales
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Casey R Myers
- University of New South Wales
- Silicon Quantum Computing
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Brandur Thorgrimmson
- Atlantic Quantum
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Joris G Keizer
- Silicon Quantum Computing
- SQC
- University of New South Wales
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Matthew B Donnelly
- University of New South Wales
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Yousun Chung
- Silicon Quantum Computing
- SQC
- University of New South Wales
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Samuel K Gorman
- University of New South Wales
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Michelle Y Simmons
- University of New South Wales
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Utilizing the non-interacting bionic particle sampling to solve image classification tasks
ORAL
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Presenters
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Akitada Sakurai
- Okinawa Institute of Science & Technology
Authors
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Akitada Sakurai
- Okinawa Institute of Science & Technology
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Aoi Hayashi
- Okinawa Institute of Science & Techinology
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William J Munro
- Okinawa Institute of Science & Techinology
- Okinawa Institute of Science and Technology
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Kae Nemoto
- Okinawa Institute of Science & Technology
- OIST
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Quantum-enhanced physical-layer data learning with a variational sensor network
ORAL
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Presenters
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Pengcheng Liao
- University of Southern California
Authors
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Pengcheng Liao
- University of Southern California
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Bingzhi Zhang
- University of Southern California
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Quntao Zhuang
- University of Southern California
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Quadri-partite Quantum-Assisted VAE as a calorimeter surrogate
ORAL
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Presenters
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J. Quetzalcoatl Q Toledo-Marin
- TRIUMF
Authors
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J. Quetzalcoatl Q Toledo-Marin
- TRIUMF
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Hao Jia
- University of British Columbia
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Sebastian Gonzalez
- University of British Columbia
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Sehmimul Hoque
- Waterloo University
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Abhishek Abhishek
- University of British Columbia
- The University of British Columbia
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Tiago Vale
- SFU
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Soren Andersen
- Lund University
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Geoffrey Fox
- University of Virgina
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Roger G Melko
- University of Waterloo
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Maximilian Swiatlowski
- TRIUMF
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Wojciech Fedorko
- TRIUMF
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Quantum Hardware-Enabled Molecular Dynamics via Transfer Learning
ORAL
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Presenters
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Abid A Khan
- University of Illinois at Urbana-Champai
Authors
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Abid A Khan
- University of Illinois at Urbana-Champai
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Bryan K Clark
- University of Illinois at Urbana-Champaign
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Prateek Vaish
- Brown University
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Yaoqi Pang
- Brown University
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Brenda M Rubenstein
- Brown University
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Michael Chen
- New York University
- Stanford University
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Norm M Tubman
- NASA Ames
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Machine Learning with Near-Term Quantum Computers
ORAL · Invited
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Presenters
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Sonika Johri
- Coherent Computing Inc
Authors
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Sonika Johri
- Coherent Computing Inc
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Quantum Reservoir Computing with Neutral Atom Arrays
ORAL
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Presenters
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Milan Kornjaca
- QuEra Computing
Authors
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Milan Kornjaca
- QuEra Computing
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Hong-Ye Hu
- Harvard University
- Harvard University, Department of Physics
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Chen Zhao
- QuEra Computing
- Harvard University & QuEra Computing
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Jonathan R Wurtz
- QuEra Computing
- Boston University
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Alexei Bylinskii
- QuEra Computing
- QuEra Computing, Inc.
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Pedro Lopes
- QuEra Computing
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Xun Gao
- University of Colorado, Boulder
- University of Colorado Boulder
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Fangli Liu
- QuEra Computing
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Shengtao Wang
- QuEra Computing Inc.
- QuEra Computing
- QUERA
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A Practical Quantum Reservoir Computing Platform for Quantum Data Processing
ORAL
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Presenters
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Gerasimos M Angelatos
- Raytheon BBN Technologies
Authors
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Gerasimos M Angelatos
- Raytheon BBN Technologies
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Guilhem J Ribeill
- Raytheon BBN
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Supantho Rakshit
- Princeton University
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Michael Grace
- Raytheon BBN Technologies
- Raytheon BBN
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Leon Bello
- Princeton University
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Hakan E Tureci
- Princeton University
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Practical and versatile reservoir-filter for optimizing multi-state qubit readout
ORAL
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Presenters
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Saeed A Khan
- Princeton University
Authors
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Saeed A Khan
- Princeton University
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Ryan Kaufman
- University of Pittsburgh
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Michael Hatridge
- University of Pittsburgh
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Hakan E Tureci
- Princeton University
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ABSTRACT WITHDRAWN
COFFEE_KLATCH
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Reservoir Computing with Feedback for Quantum State Identification
ORAL
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Presenters
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Peter J Ehlers
- University of Arizona
Authors
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Daniel B Soh
- University of Arizona
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Peter J Ehlers
- University of Arizona
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Hendra Nurdin
- University of New South Wales (UNSW)
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Hierarchy of the echo state property in quantum reservoir computing
ORAL
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Presenters
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Shumpei Kobayashi
- Department of Creative Informatics, The University of Tokyo, Japan
Authors
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Shumpei Kobayashi
- Department of Creative Informatics, The University of Tokyo, Japan
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Kohei Nakajima
- Department of Mechano-Informatics, The University of Tokyo, Japan
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Quoc Hoan Tran
- Next Generation Artificial Intelligence Research Center (AI Center), Graduate School of Information Science and Technology, The University of Tokyo, Japan
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