223 citations · 1.8k across the 31 of their papers we have counts for
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Critical Initialization of Wide and Deep Neural Networks through Partial Jacobians: General Theory and Applications
Darshil Doshi, Tianyu He, Andrey Gromov
Deep neural networks are notorious for defying theoretical treatment. However, when the number of parameters in each layer tends to infinity, the network function is a Gaussian pro…
Very high-energy collective states of partons in fractional quantum Hall liquids
Ajit C. Balram, Zhao Liu, Andrey Gromov +1
The low energy physics of fractional quantum Hall (FQH) states -- a paradigm of strongly correlated topological phases of matter -- to a large extent is captured by weakly interact…
Quantum many-body topology of quasicrystals
Dominic V. Else, Sheng-Jie Huang, Abhinav Prem +1
In this paper, we characterize quasicrystalline interacting topological phases of matter i.e., phases protected by some quasicrystalline structure. We show that the elasticity theo…