143 citations · 143 across the 3 of their papers we have counts for
3 papers
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.AI2021
The Role of General Intelligence in Mathematical Reasoning
Aviv Keren
Objects are a centerpiece of the mathematical realm and our interaction with and reasoning about it, just as they are of the physical one (if not more). And humans' mathematical re…
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…