90 citations · 330 across the 36 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…
cs.IT2014★ 18 cited
Optimal high-level descriptions of dynamical systems
David H. Wolpert, Joshua A. Grochow, Eric Libby +1
To analyze high-dimensional systems, many fields in science and engineering rely on high-level descriptions, sometimes called "macrostates," "coarse-grainings," or "effective theor…