Guillaume Verdon

11 papers Journal 11

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	An efficient probabilistic hardware architecture for diffusion-like models. CoRR Andraz Jelincic, Owen Lockwood, Akhil K. Garlapati, Guillaume Verdon, Trevor McCourt
2023	J	`jnl`	A semi-agnostic ansatz with variable structure for variational quantum algorithms. Quantum Mach. Intell. Matías Bilkis, Marco Cerezo, Guillaume Verdon, Patrick J. Coles, Lukasz Cincio
2023	J	`jnl`	Challenges and Opportunities in Quantum Machine Learning. CoRR Marco Cerezo, Guillaume Verdon, Hsin-Yuan Huang, Lukasz Cincio, Patrick J. Coles
2022	J	`jnl`	Challenges and opportunities in quantum machine learning. Nat. Comput. Sci. Marco Cerezo, Guillaume Verdon, Hsin-Yuan Huang, Lukasz Cincio, Patrick J. Coles
2022	J	`jnl`	Group-Invariant Quantum Machine Learning. CoRR Martin Larocca, Frederic Sauvage, Faris M. Sbahi, Guillaume Verdon, Patrick J. Coles, Marco Cerezo
2022	J	`jnl`	Provably efficient variational generative modeling of quantum many-body systems via quantum-probabilistic information geometry. CoRR Faris M. Sbahi, Antonio J. Martinez, Sahil Patel, Dmitri Saberi, Jae Hyeon Yoo, Geoffrey Roeder, Guillaume Verdon
2021	J	`jnl`	A semi-agnostic ansatz with variable structure for quantum machine learning. CoRR Matías Bilkis, Marco Cerezo, Guillaume Verdon, Patrick J. Coles, Lukasz Cincio
2020	J	`jnl`	TensorFlow Quantum: A Software Framework for Quantum Machine Learning. CoRR Michael Broughton, Guillaume Verdon, Trevor McCourt, Antonio J. Martinez, Jae Hyeon Yoo, Sergei V. Isakov, Philip Massey, Murphy Yuezhen Niu, Ramin Halavati, Evan Peters, Martin Leib, Andrea Skolik, Michael Streif, David Von Dollen, Jarrod R. McClean, Sergio Boixo, Dave Bacon, Alan K. Ho, Hartmut Neven, Masoud Mohseni
2019	J	`jnl`	Learning to learn with quantum neural networks via classical neural networks. CoRR Guillaume Verdon, Michael Broughton, Jarrod R. McClean, Kevin J. Sung, Ryan Babbush, Zhang Jiang, Hartmut Neven, Masoud Mohseni
2019	J	`jnl`	Quantum Graph Neural Networks. CoRR Guillaume Verdon, Trevor McCourt, Enxhell Luzhnica, Vikash Singh, Stefan Leichenauer, Jack Hidary
2019	J	`jnl`	Quantum Hamiltonian-Based Models and the Variational Quantum Thermalizer Algorithm. CoRR Guillaume Verdon, Jacob Marks, Sasha Nanda, Stefan Leichenauer, Jack Hidary