84 citations · 226 across the 21 of their papers we have counts for
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cs.LG2021★ 20 cited
Automatic Symmetry Discovery with Lie Algebra Convolutional Network
Nima Dehmamy, Robin Walters, Yanchen Liu +2
Existing equivariant neural networks require prior knowledge of the symmetry group and discretization for continuous groups. We propose to work with Lie algebras (infinitesimal gen…
physics.soc-ph2021★ 84 cited
Understanding the onset of hot streaks across artistic, cultural, and scientific careers
Lu Liu, Nima Dehmamy, Jillian Chown +2
Hot streaks dominate the main impact of creative careers. Despite their ubiquitous nature across a wide range of creative domains, it remains unclear if there is any regularity und…