534 citations · 5.8k across the 70 of their papers we have counts for
3 papers · 1 filter
A Solvable Model of Neural Scaling Laws
Alexander Maloney, Daniel A. Roberts, James Sully
Large language models with a huge number of parameters, when trained on near internet-sized number of tokens, have been empirically shown to obey neural scaling laws: specifically,…
Liouville Theory and the Weil-Petersson Geometry of Moduli Space
Sarah M. Harrison, Alexander Maloney, Tokiro Numasawa
Liouville theory describes the dynamics of surfaces with constant negative curvature and can be used to study the Weil-Petersson geometry of the moduli space of Riemann surfaces. T…
Semiclassical 3D gravity as an average of large-c CFTs
Jeevan Chandra, Scott Collier, Thomas Hartman +1
A two-dimensional CFT dual to a semiclassical theory of gravity in three dimensions must have a large central charge and a sparse low energy spectrum. This constrains the OPE c…