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20232026
most citedMore is Better in Modern Machine Learning: when Infinite Overparameterization is Optimal and Overfitting is Obligatory

5 citations · 5 across the 6 of their papers we have counts for

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cs.LG2026

Muon learns balanced solutions in matrix factorization without slow saddle-to-saddle dynamics

Mark Rhee, Jamie Simon, Dhruva Karkada

Matrix factorization (i.e., problems of the form ) is a minimal learning problem that ex…

stat.ML2026

There Will Be a Scientific Theory of Deep Learning

Jamie Simon, Daniel Kunin, Alexander Atanasov +11

In this paper, we make the case that a scientific theory of deep learning is emerging. By this we mean a theory which characterizes important properties and statistics of the train…