Media Summary: Authors: Adrián Pérez-Salinas, Patrick Emonts, Jordi Tura Brugués and Vedran Dunjko Abstract: Classical simulation of quantum ... Authors: Marco Ballarin, Juan José García-Ripoll, David Hayes and Michael Lubasch Abstract: Quantum state preparation of ... Speaker: Sofiene Jerbi Abstract: In this talk, I will present two recent works related to the question of quantum advantages in ...

Qtml 2025 Multiple Basis Representation - Detailed Analysis & Overview

Authors: Adrián Pérez-Salinas, Patrick Emonts, Jordi Tura Brugués and Vedran Dunjko Abstract: Classical simulation of quantum ... Authors: Marco Ballarin, Juan José García-Ripoll, David Hayes and Michael Lubasch Abstract: Quantum state preparation of ... Speaker: Sofiene Jerbi Abstract: In this talk, I will present two recent works related to the question of quantum advantages in ... Speaker: Joseph Bowles Abstract: I will show how Fourier analysis can be used to construct quantum machine learning models ... Speaker: Kouhei Nakaji Abstract: The convergence of artificial intelligence (AI) and quantum computing represents one of the ... Authors: Pablo Rodriguez-Grasa, Matthias C. Caro, Jens Eisert, Elies Gil-Fuster, Franz J. Schreiber and Carlos Bravo-Prieto ...

Authors: Aiden Rosebush, Alexander Greenwood and Li Qian Abstract: We propose a machine learning based approach to ... Speaker: Matthias Caro Abstract: In this tutorial, we will explore how techniques from property testing and interactive proofs can be ... Authors: Stephen Jordan, Noah Shutty, Mary Wootters, Adam Zalcman, Alexander Schmidhuber, Robbie King, Sergei Isakov, ... Authors: Manuel Rudolph, Armando Angrisani, Tyson Jones, Yanting Teng, Alexander Schmidhuber, Antonio Anna Mele, Marco ... Authors: Nicholas Rubin, Guanghao Low, Robbie King, Eugene DePrince, Alec White, Ryan Babbush, Dominic Berry and ... Authors: Nana Liu, Michele Minverini, Dhrumil Patel and Mark Wilde Abstract: In quantum thermodynamics, a system is described ...

Speaker: Seth Lloyd Abstract: When a physical system gets information from the outside world, processes that information, and ...

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QTML 2025: Multiple-Basis Representation Of Quantum States
QTML 2025: Efficient quantum state preparation of multivariate functions using tensor networks
QTML 2025: Shadows of quantum machine learning and shallow-depth learning separations
QTML 2025: Scalable quantum machine learning models in Fourier space
QTML 2025: AI for Quantum: Toward AI-Enhanced Quantum Computing Applications
QTML 2025: A PAC-Bayesian Approach To Generalization For Quantum models
QTML 2025: A Universal Script for Machine Learning Derived Entanglement Witnesses
QTML 2025: Testing and Verification for Quantum Learning
QTML 2025: Decoded Quantum Interferometry
QTML 2025: Pauli Propagation: A Framework For Simulating Quantum Systems
QTML 2025:  Quantum Simulation By Sum Of Squares Spectral Amplification
QTML 2025: Quantum thermodynamics and semi-definite optimization
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QTML 2025: Multiple-Basis Representation Of Quantum States

QTML 2025: Multiple-Basis Representation Of Quantum States

Authors: Adrián Pérez-Salinas, Patrick Emonts, Jordi Tura Brugués and Vedran Dunjko Abstract: Classical simulation of quantum ...

QTML 2025: Efficient quantum state preparation of multivariate functions using tensor networks

QTML 2025: Efficient quantum state preparation of multivariate functions using tensor networks

Authors: Marco Ballarin, Juan José García-Ripoll, David Hayes and Michael Lubasch Abstract: Quantum state preparation of ...

QTML 2025: Shadows of quantum machine learning and shallow-depth learning separations

QTML 2025: Shadows of quantum machine learning and shallow-depth learning separations

Speaker: Sofiene Jerbi Abstract: In this talk, I will present two recent works related to the question of quantum advantages in ...

QTML 2025: Scalable quantum machine learning models in Fourier space

QTML 2025: Scalable quantum machine learning models in Fourier space

Speaker: Joseph Bowles Abstract: I will show how Fourier analysis can be used to construct quantum machine learning models ...

QTML 2025: AI for Quantum: Toward AI-Enhanced Quantum Computing Applications

QTML 2025: AI for Quantum: Toward AI-Enhanced Quantum Computing Applications

Speaker: Kouhei Nakaji Abstract: The convergence of artificial intelligence (AI) and quantum computing represents one of the ...

QTML 2025: A PAC-Bayesian Approach To Generalization For Quantum models

QTML 2025: A PAC-Bayesian Approach To Generalization For Quantum models

Authors: Pablo Rodriguez-Grasa, Matthias C. Caro, Jens Eisert, Elies Gil-Fuster, Franz J. Schreiber and Carlos Bravo-Prieto ...

QTML 2025: A Universal Script for Machine Learning Derived Entanglement Witnesses

QTML 2025: A Universal Script for Machine Learning Derived Entanglement Witnesses

Authors: Aiden Rosebush, Alexander Greenwood and Li Qian Abstract: We propose a machine learning based approach to ...

QTML 2025: Testing and Verification for Quantum Learning

QTML 2025: Testing and Verification for Quantum Learning

Speaker: Matthias Caro Abstract: In this tutorial, we will explore how techniques from property testing and interactive proofs can be ...

QTML 2025: Decoded Quantum Interferometry

QTML 2025: Decoded Quantum Interferometry

Authors: Stephen Jordan, Noah Shutty, Mary Wootters, Adam Zalcman, Alexander Schmidhuber, Robbie King, Sergei Isakov, ...

QTML 2025: Pauli Propagation: A Framework For Simulating Quantum Systems

QTML 2025: Pauli Propagation: A Framework For Simulating Quantum Systems

Authors: Manuel Rudolph, Armando Angrisani, Tyson Jones, Yanting Teng, Alexander Schmidhuber, Antonio Anna Mele, Marco ...

QTML 2025:  Quantum Simulation By Sum Of Squares Spectral Amplification

QTML 2025: Quantum Simulation By Sum Of Squares Spectral Amplification

Authors: Nicholas Rubin, Guanghao Low, Robbie King, Eugene DePrince, Alec White, Ryan Babbush, Dominic Berry and ...

QTML 2025: Quantum thermodynamics and semi-definite optimization

QTML 2025: Quantum thermodynamics and semi-definite optimization

Authors: Nana Liu, Michele Minverini, Dhrumil Patel and Mark Wilde Abstract: In quantum thermodynamics, a system is described ...

QTML 2025: Quantum world models for a quantum world

QTML 2025: Quantum world models for a quantum world

Speaker: Seth Lloyd Abstract: When a physical system gets information from the outside world, processes that information, and ...