Kaelan Donatella

According to our database, Kaelan Donatella authored at least 10 papers between 2023 and 2025.

Collaborative distances:

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

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

Scalable Bayesian Learning with posteriors.

Samuel Duffield, Kaelan Donatella, Johnathan Chiu, Phoebe Klett, Daniel Simpson

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Thermodynamic Natural Gradient Descent.

Kaelan Donatella, Samuel Duffield, Maxwell Aifer, Denis Melanson, Gavin E. Crooks, Patrick J. Coles

CoRR, 2024

Error Mitigation for Thermodynamic Computing.

Maxwell Aifer, Denis Melanson, Kaelan Donatella, Gavin E. Crooks, Thomas Ahle, Patrick J. Coles

CoRR, 2024

Thermodynamic Algorithms for Quadratic Programming.

Patryk Lipka-Bartosik, Kaelan Donatella, Maxwell Aifer, Denis Melanson, Martí Perarnau-Llobet, Nicolas Brunner, Patrick J. Coles

Proceedings of the IEEE International Conference on Rebooting Computing, 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

Exploiting Inductive Biases in Video Modeling through Neural CDEs.

Johnathan Chiu, Samuel Duffield, Max Hunter Gordon, Kaelan Donatella, Maxwell Aifer, Andi Gu

CoRR, 2023

Thermodynamic Linear Algebra.

Maxwell Aifer, Kaelan Donatella, Max Hunter Gordon, Thomas Ahle, Daniel Simpson, Gavin E. Crooks, 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