Media Summary: Authors: Matthias C. Caro, Jens Eisert, Marcel Hinsche, Marios Ioannou, Alexander Nietner and Ryan Sweke Abstract: We ... Speaker: Matthias Caro Abstract: In this tutorial, we will explore how techniques from property testing and Speaker: Kouhei Nakaji Abstract: The convergence of artificial intelligence (AI) and quantum computing represents one of the ...

Qtml 2025 Interactive Proofs For - Detailed Analysis & Overview

Authors: Matthias C. Caro, Jens Eisert, Marcel Hinsche, Marios Ioannou, Alexander Nietner and Ryan Sweke Abstract: We ... Speaker: Matthias Caro Abstract: In this tutorial, we will explore how techniques from property testing and Speaker: Kouhei Nakaji Abstract: The convergence of artificial intelligence (AI) and quantum computing represents one of the ... Authors: Aiden Rosebush, Alexander Greenwood and Li Qian Abstract: We propose a machine learning based approach to ... Authors: Pablo Rodriguez-Grasa, Matthias C. Caro, Jens Eisert, Elies Gil-Fuster, Franz J. Schreiber and Carlos Bravo-Prieto ... Authors: Marco Ballarin, Juan José García-Ripoll, David Hayes and Michael Lubasch Abstract: Quantum state preparation of ...

Speaker: Joseph Bowles Abstract: I will show how Fourier analysis can be used to construct quantum machine learning models ... Authors: Adrián Pérez-Salinas, Patrick Emonts, Jordi Tura Brugués and Vedran Dunjko Abstract: Classical simulation of quantum ... Speaker: Sofiene Jerbi Abstract: In this talk, I will present two recent works related to the question of quantum advantages in ... Speaker: Seth Lloyd Abstract: When a physical system gets information from the outside world, processes that information, and ... Authors: Matteo Antonio Inajetovic, Petros Wallden and Anna Pappa Abstract: Variational quantum algorithms (VQAs) have ... Authors: Nicholas Rubin, Guanghao Low, Robbie King, Eugene DePrince, Alec White, Ryan Babbush, Dominic Berry and ...

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

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QTML 2025: Interactive proofs for verifying (quantum) learning and testing
QTML 2025: Testing and Verification for Quantum Learning
QTML 2025: AI for Quantum: Toward AI-Enhanced Quantum Computing Applications
QTML 2025: A Universal Script for Machine Learning Derived Entanglement Witnesses
QTML 2025: A PAC-Bayesian Approach To Generalization For Quantum models
QTML 2025: Efficient quantum state preparation of multivariate functions using tensor networks
QTML 2025: Scalable quantum machine learning models in Fourier space
QTML 2025: Multiple-Basis Representation Of Quantum States
QTML 2025: Shadows of quantum machine learning and shallow-depth learning separations
QTML 2025: Quantum world models for a quantum world
QTML 2025: Verifiable End-to-End Delegated Variational Quantum Algorithms
QTML 2025:  Quantum Simulation By Sum Of Squares Spectral Amplification
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QTML 2025: Interactive proofs for verifying (quantum) learning and testing

QTML 2025: Interactive proofs for verifying (quantum) learning and testing

Authors: Matthias C. Caro, Jens Eisert, Marcel Hinsche, Marios Ioannou, Alexander Nietner and Ryan Sweke Abstract: We ...

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

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 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: 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: 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: 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: 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: 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: 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 ...

QTML 2025: Verifiable End-to-End Delegated Variational Quantum Algorithms

QTML 2025: Verifiable End-to-End Delegated Variational Quantum Algorithms

Authors: Matteo Antonio Inajetovic, Petros Wallden and Anna Pappa Abstract: Variational quantum algorithms (VQAs) have ...

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: 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 ...