Sebastian Caldas

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 7

Top Topics

Resource Requirements

Federated Search

Top Venues

Publications

Eric Enouen, Sebastian Caldas, Mononito Goswami, Artur Dubrawski
PICSR: Prototype-Informed Cross-Silo Router for Federated Learning (Student Abstract). AAAI (2024)
Sebastian Caldas, Jieshi Chen, Artur Dubrawski
Using Machine Learning to Support Transfer of Best Practices in Healthcare. AMIA (2021)
Sebastian Caldas, Joo Heung Yoon, Michael R. Pinsky, Gilles Clermont, Artur Dubrawski
Understanding Clinical Collaborations Through Federated Classifier Selection. MLHC (2021)
Jeffrey Li, Mikhail Khodak, Sebastian Caldas, Ameet Talwalkar
Differentially Private Meta-Learning. ICLR (2020)
Jeffrey Li, Mikhail Khodak, Sebastian Caldas, Ameet Talwalkar
Differentially Private Meta-Learning. CoRR (2019)
Sebastian Caldas, Jakub Konecný, H. Brendan McMahan, Ameet Talwalkar
Expanding the Reach of Federated Learning by Reducing Client Resource Requirements. CoRR (2018)
Sebastian Caldas, Peter Wu, Tian Li, Jakub Konecný, H. Brendan McMahan, Virginia Smith, Ameet Talwalkar
LEAF: A Benchmark for Federated Settings. CoRR (2018)