581 citations · 1.8k across the 41 of their papers we have counts for
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cs.IT2011★ 5 cited
Information, learning and falsification
David Balduzzi
There are (at least) three approaches to quantifying information. The first, algorithmic information or Kolmogorov complexity, takes events as strings and, given a universal Turing…
cs.IT2011★ 1 cited
On the information-theoretic structure of distributed measurements
David Balduzzi
The internal structure of a measuring device, which depends on what its components are and how they are organized, determines how it categorizes its inputs. This paper presents a g…
cs.IT2011★ 6 cited
Detecting emergent processes in cellular automata with excess information
David Balduzzi
Many natural processes occur over characteristic spatial and temporal scales. This paper presents tools for (i) flexibly and scalably coarse-graining cellular automata and (ii) ide…