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cs.LG2026
The Concept of Representation in ML: Beyond Plato and Aristotle
Gilad Landau, Aviv Keren
Representation is a central concept in modern machine learning, where it usually refers to internal encodings that support learning and generalization. As models scale and their ca…
cs.LG2019★ 143 cited
Overcoming Forgetting in Federated Learning on Non-IID Data
Neta Shoham, Tomer Avidor, Aviv Keren +4
We tackle the problem of Federated Learning in the non i.i.d. case, in which local models drift apart, inhibiting learning. Building on an analogy with Lifelong Learning, we adapt…