Sebastian Caldas

According to our database, Sebastian Caldas authored at least 6 papers between 2018 and 2024.

Collaborative distances:

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

2024

PICSR: Prototype-Informed Cross-Silo Router for Federated Learning (Student Abstract).

Eric Enouen, Sebastian Caldas, Mononito Goswami, Artur Dubrawski

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2021

Understanding Clinical Collaborations Through Federated Classifier Selection.

Sebastian Caldas, Joo Heung Yoon, Michael R. Pinsky, Gilles Clermont, Artur Dubrawski

Proceedings of the Machine Learning for Healthcare Conference, 2021

Using Machine Learning to Support Transfer of Best Practices in Healthcare.

Sebastian Caldas, Jieshi Chen, Artur Dubrawski

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020

Differentially Private Meta-Learning.

Jeffrey Li, Mikhail Khodak, Sebastian Caldas, Ameet Talwalkar

Proceedings of the 8th International Conference on Learning Representations, 2020

2018

Expanding the Reach of Federated Learning by Reducing Client Resource Requirements.

Sebastian Caldas, Jakub Konecný, H. Brendan McMahan, Ameet Talwalkar

CoRR, 2018

LEAF: A Benchmark for Federated Settings.

Sebastian Caldas, Peter Wu, Tian Li, Jakub Konecný, H. Brendan McMahan, Virginia Smith, Ameet Talwalkar

CoRR, 2018