293 citations · 845 across the 45 of their papers we have counts for
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cs.IT2017★ 19 cited
Comparing Information-Theoretic Measures of Complexity in Boltzmann Machines
Maxinder S. Kanwal, Joshua A. Grochow, Nihat Ay
In the past three decades, many theoretical measures of complexity have been proposed to help understand complex systems. In this work, for the first time, we place these measures…
math.ST2017
Congruent families and invariant tensors
Lorenz Schwachhöfer, Nihat Ay, Jürgen Jost +1
Classical results of Chentsov and Campbell state that -- up to constant multiples -- the only -tensor field of a statistical model which is invariant under congruent Markov morp…