17 citations · 22 across the 4 of their papers we have counts for
4 papers
A Two-Point Hologram for Everything
Tamra Nebabu, Xiao-Liang Qi, Haifeng Tang +1
Known holographic dictionaries, especially AdS/CFT, rely on symmetry matching between the bulk and the boundary. We take a step toward a holographic dictionary with no symmetry req…
Geometric Dynamics of Signal Propagation Predict Trainability of Transformers
Aditya Cowsik, Tamra Nebabu, Xiao-Liang Qi +1
We investigate forward signal propagation and gradient back propagation in deep, randomly initialized transformers, yielding simple necessary and sufficient conditions on initializ…
Bulk Reconstruction from Generalized Free Fields
Tamra Nebabu, Xiao-Liang Qi
We propose a generalized protocol for constructing a dual free bulk theory from any boundary model of generalized free fields (GFFs). To construct the bulk operators, we employ a l…
Entanglement Features of Random Neural Network Quantum States
Xiao-Qi Sun, Tamra Nebabu, Xizhi Han +2
Restricted Boltzmann machines (RBMs) are a class of neural networks that have been successfully employed as a variational ansatz for quantum many-body wave functions. Here, we deve…