Antonio J. Martinez

According to our database, Antonio J. Martinez authored at least 7 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Solving the compute crisis with physics-based ASICs.

Maxwell Aifer, Zach Belateche, Suraj Bramhavar, Kerem Yunus Çamsari, Patrick J. Coles, Gavin E. Crooks, Douglas J. Durian, Andrea J. Liu, Anastasia Marchenkova, Antonio J. Martinez, Peter L. McMahon, Faris M. Sbahi, Benjamin Weiner, Logan G. Wright

CoRR, July, 2025

Scalable Thermodynamic Second-order Optimization.

Kaelan Donatella, Samuel Duffield, Denis Melanson, Maxwell Aifer, Phoebe Klett, Rajath Salegame, Zach Belateche, Gavin E. Crooks, Antonio J. Martinez, Patrick J. Coles

CoRR, February, 2025

2024

Thermodynamic Bayesian Inference.

Maxwell Aifer, Samuel Duffield, Kaelan Donatella, Denis Melanson, Phoebe Klett, Zach Belateche, Gavin E. Crooks, Antonio J. Martinez, Patrick J. Coles

Proceedings of the IEEE International Conference on Rebooting Computing, 2024

2023

Thermodynamic Computing System for AI Applications.

Denis Melanson, Mohammad Abu Khater, Maxwell Aifer, Kaelan Donatella, Max Hunter Gordon, Thomas Ahle, Gavin E. Crooks, Antonio J. Martinez, Faris M. Sbahi, Patrick J. Coles

CoRR, 2023

Thermodynamic AI and the Fluctuation Frontier.

Patrick J. Coles, Collin Szczepanski, Denis Melanson, Kaelan Donatella, Antonio J. Martinez, Faris M. Sbahi

Proceedings of the IEEE International Conference on Rebooting Computing, 2023

2022

Provably efficient variational generative modeling of quantum many-body systems via quantum-probabilistic information geometry.

Faris M. Sbahi, Antonio J. Martinez, Sahil Patel, Dmitri Saberi, Jae Hyeon Yoo, Geoffrey Roeder, Guillaume Verdon

CoRR, 2022

2020

TensorFlow Quantum: A Software Framework for Quantum Machine Learning.

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

CoRR, 2020