Showing 1–20 of 28 results
/ Date/ Name
Mar 4, 2020The large learning rate phase of deep learning: the catapult mechanismSep 25, 2019Asymptotics of Wide Networks from Feynman DiagramsJul 19, 2012Correlation Functions of Large N Chern-Simons-Matter Theories and Bosonization in Three DimensionsNov 8, 2012Correlators of Large N Fermionic Chern-Simons Vector ModelsMay 4, 2016Transport in Chern-Simons-Matter TheoriesNov 15, 2016Black Holes and Random MatricesSep 25, 2019Wider Networks Learn Better FeaturesDec 12, 2018Gradient Descent Happens in a Tiny SubspaceNov 14, 20162D CFT Partition Functions at Late TimesJun 29, 2022Solving Quantitative Reasoning Problems with Language ModelsJun 11, 2020On the asymptotics of wide networks with polynomial activationsJul 15, 2015Three Dimensional Bosonization From SupersymmetryJan 14, 2011Classification of Energy Flow Observables in Narrow JetsDec 10, 2012Three-Prong Distribution of Massive Narrow QCD JetsOct 27, 2020Are wider nets better given the same number of parameters?Jun 26, 2018Does the SYK model have a spin glass phase?Oct 24, 2013Brane Inflation and Moduli Stabilization on Twisted ToriJun 15, 2020On the training dynamics of deep networks with $L_2$ regularizationOct 19, 2011d=3 Bosonic Vector Models Coupled to Chern-Simons Gauge TheoriesNov 20, 2012The Thermal Free Energy in Large N Chern-Simons-Matter Theories