Search Results for author: Henry W. Lin

Found 3 papers, 0 papers with code

Quantum Gravity in the Lab: Teleportation by Size and Traversable Wormholes, Part II

no code implementations1 Feb 2021 Sepehr Nezami, Henry W. Lin, Adam R. Brown, Hrant Gharibyan, Stefan Leichenauer, Grant Salton, Leonard Susskind, Brian Swingle, Michael Walter

In [1] we discussed how quantum gravity may be simulated using quantum devices and gave a specific proposal -- teleportation by size and the phenomenon of size-winding.

Quantum Physics High Energy Physics - Theory

Why does deep and cheap learning work so well?

no code implementations29 Aug 2016 Henry W. Lin, Max Tegmark, David Rolnick

We show how the success of deep learning could depend not only on mathematics but also on physics: although well-known mathematical theorems guarantee that neural networks can approximate arbitrary functions well, the class of functions of practical interest can frequently be approximated through "cheap learning" with exponentially fewer parameters than generic ones.

Criticality in Formal Languages and Statistical Physics

no code implementations21 Jun 2016 Henry W. Lin, Max Tegmark

We show that the mutual information between two symbols, as a function of the number of symbols between the two, decays exponentially in any probabilistic regular grammar, but can decay like a power law for a context-free grammar.

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