Constantin Philippenko
According to our database1,
Constantin Philippenko
authored at least 4 papers
between 2020 and 2023.
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Bibliography
2023
Compressed and distributed least-squares regression: convergence rates with applications to Federated Learning.
CoRR, 2023
2022
FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
2021
Preserved central model for faster bidirectional compression in distributed settings.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
2020
Artemis: tight convergence guarantees for bidirectional compression in Federated Learning.
CoRR, 2020