Quantum Algorithms for Optimization Problems and Machine Learning
ORAL · MAR-T16 · ID: 3107674
Presentations
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Optimization by Decoded Quantum Interferometry, Part I
ORAL
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Publication: https://arxiv.org/abs/2408.08292
Presenters
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Ryan Babbush
Google LLC
Authors
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Ryan Babbush
Google LLC
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Noah J Shutty
Google Quantum AI, Google LLC
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Stephen P Jordan
Google LLC
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Adam Jozef Zalcman
Google Quantum AI
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Mary Wooters
Stanford University
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Sergei V Isakov
Google Quantum AI, Google LLC
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Alexander Schmidhuber
Massachusetts Institute of Technology
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Robbie King
Caltech, California Institute of Technology, Google Quantum AI, Google LLC
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Optimization by Decoded Quantum Interferometry, Part II
ORAL
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Publication: https://arxiv.org/pdf/2408.08292
Presenters
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Noah J Shutty
Google Quantum AI, Google LLC
Authors
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Noah J Shutty
Google Quantum AI, Google LLC
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Stephen P Jordan
Google LLC
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Adam Jozef Zalcman
Google Quantum AI
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Ryan Babbush
Google LLC
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Mary Wooters
Stanford University
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Alexander Schmidhuber
Massachusetts Institute of Technology
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Robbie King
Caltech, California Institute of Technology, Google Quantum AI, Google LLC
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Sergei V Isakov
Google Quantum AI, Google LLC
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Optimization by Decoded Quantum Interferometry, part III
ORAL
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Publication: arXiv:2408.08292
Presenters
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Adam J Zalcman
Google Quantum AI
Authors
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Adam J Zalcman
Google Quantum AI
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Stephen P Jordan
Google LLC
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Noah J Shutty
Google Quantum AI, Google LLC
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Mary Wooters
Stanford University
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Alexander Schmidhuber
Massachusetts Institute of Technology
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Robbie King
Caltech, California Institute of Technology, Google Quantum AI, Google LLC
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Sergei V Isakov
Google Quantum AI, Google LLC
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Ryan Babbush
Google LLC
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Large Scale Image Compression for Benchmarking Supervised Quantum Machine Learning Models
ORAL
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Presenters
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Florian J Kiwit
BMW Group
Authors
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Florian J Kiwit
BMW Group
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Enhancing Quantum Algorithms Through Integration with Model Predictive Control Concepts
ORAL
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Presenters
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Dominic Messina
Wayne State University
Authors
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Dominic Messina
Wayne State University
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Helen Durand
Wayne State University
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Alicia B Magann
Sandia National Laboratories
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Mohan Sarovar
Sandia National Laboratories
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Quantum Convolutional Neural Network for Phase Recognition in Two Dimensions
ORAL
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Publication: https://arxiv.org/abs/2407.04114
Presenters
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Petr Zapletal
University of Basel
Authors
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Leon C Sander
FAU Erlangen-Nürnberg
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Nathan A McMahon
Leiden University
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Petr Zapletal
University of Basel
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Michael Josef Hartmann
Friedrich-Alexander University Erlangen-Nuremberg
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Analysis of the Quantum Approximate Optimization Algorithm with Constant Evolution Time
ORAL
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Presenters
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James Patrick Sud
JPMorganChase, University of Chicago
Authors
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James Patrick Sud
JPMorganChase, University of Chicago
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Sami Boulebnane
JPMorganChase
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Marco Pistoia
JPMorganChase, JP Morgan Chase
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Quantum Approximate Optimization with Weak Measurements
ORAL
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Presenters
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Tobias Stollenwerk
Forschungszentrum Jülich, Forschungszentrum Jülich GmbH
Authors
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Tobias Stollenwerk
Forschungszentrum Jülich, Forschungszentrum Jülich GmbH
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Stuart Hadfield
NASA Ames Research Center
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Abstract Withdrawn
ORAL Withdrawn
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Generalized Short Path Algorithms: Towards Super-Quadratic Speedup over Markov Chain Search for Combinatorial Optimization
ORAL
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Publication: Upcoming paper with identical title.
Presenters
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Guneykan Ozgul
Penn State University
Authors
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Shouvanik Chakrabarti
JPMorgan Chase & Co.
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Dylan A Herman
JPMorganChase, JPMorgan Chase & Co.
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Guneykan Ozgul
Penn State University
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Shuchen Zhu
Duke University
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Brandon Augustino
JPMorganChase
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Tianyi Hao
University of Wisconsin - Madison
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Zichang He
JPMorganChase
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Ruslan Shaydulin
JPMorganChase
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Marco Pistoia
JPMorganChase, JP Morgan Chase
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Quartic quantum speedups for planted inference
ORAL
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Publication: arxiv/2406.19378
Presenters
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Alexander Schmidhuber
Massachusetts Institute of Technology
Authors
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Alexander Schmidhuber
Massachusetts Institute of Technology
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Quantum Algorithm for Ground State Preparation of Ising Models with Applications to Optimization
ORAL
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Presenters
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Efekan Kokcu
Lawrence berkeley National Laboratory, Lawrence Berkeley National Laboratory
Authors
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Efekan Kokcu
Lawrence berkeley National Laboratory, Lawrence Berkeley National Laboratory
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Akhil Francis
Lawrence Berkeley National Laboratory
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Wibe A De Jong
Lawrence Berkeley National Laboratory
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Triply efficient shadow tomography
ORAL
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Publication: https://arxiv.org/abs/2404.19211
Presenters
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Robin Kothari
Google Quantum AI
Authors
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Robin Kothari
Google Quantum AI
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Robbie King
Caltech, California Institute of Technology, Google Quantum AI, Google LLC
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David Gosset
University of Waterloo
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Ryan Babbush
Google LLC
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