42 citations · 138 across the 17 of their papers we have counts for
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cs.IT2024
On the Structure of Information
Sebastian Gottwald, Daniel A. Braun
We characterize information as risk reduction between knowledge states represented by partitions of the underlying probability space. Entropy is risk reduction from no (or partial)…
cs.IT2021★ 6 cited
Representing preorders with injective monotones
Pedro Hack, Daniel A. Braun, Sebastian Gottwald
We introduce a new class of real-valued monotones in preordered spaces, injective monotones. We show that the class of preorders for which they exist lies in between the class of p…
cs.IT2019★ 41 cited
Bounded rational decision-making from elementary computations that reduce uncertainty
Sebastian Gottwald, Daniel A. Braun
In its most basic form, decision-making can be viewed as a computational process that progressively eliminates alternatives, thereby reducing uncertainty. Such processes are genera…