217 citations · 1.3k across the 32 of their papers we have counts for
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q-bio.NC2015★ 23 cited
Learning with hidden variables
Yasser Roudi, Graham Taylor
Learning and inferring features that generate sensory input is a task continuously performed by cortex. In recent years, novel algorithms and learning rules have been proposed that…
q-fin.ST2015★ 26 cited
U.S. stock market interaction network as learned by the Boltzmann Machine
Stanislav S. Borysov, Yasser Roudi, Alexander V. Balatsky
We study historical dynamics of joint equilibrium distribution of stock returns in the U.S. stock market using the Boltzmann distribution model being parametrized by external field…