Simple Science

Cutting edge science explained simply

Cutting edge science explained simply

Constantin Philippenko

Machine Learning Compression Techniques in Machine Learning and Federated Learning

Analyzing the effects of compression on learning algorithms in distributed systems.

2025-10-06T06:35:00+00:00 ― 6 min read

Machine Learning Low-Rank Matrix Factorization in Federated Learning

Exploring matrix factorization methods in data distributed across clients.

2025-06-07T14:24:30+00:00 ― 7 min read