12 citations · 18 across the 5 of their papers we have counts for
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stat.ML2024★ 1 cited
Bayesian Inference with Deep Weakly Nonlinear Networks
Boris Hanin, Alexander Zlokapa
We show at a physics level of rigor that Bayesian inference with a fully connected neural network and a shaped nonlinearity of the form is (perturbatively) solv…
quant-ph2024★ 12 cited
Hamiltonian simulation for low-energy states with optimal time dependence
Alexander Zlokapa, Rolando D. Somma
We consider the task of simulating time evolution under a Hamiltonian within its low-energy subspace. Assuming access to a block-encoding of for some $E \in \mathb…