3 citations · 5 across the 7 of their papers we have counts for
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cs.AI2018
Zeta Distribution and Transfer Learning Problem
Eray Özkural
We explore the relations between the zeta distribution and algorithmic information theory via a new model of the transfer learning problem. The program distribution is approximated…
cs.AI2018
The Foundations of Deep Learning with a Path Towards General Intelligence
Eray Özkural
Like any field of empirical science, AI may be approached axiomatically. We formulate requirements for a general-purpose, human-level AI system in terms of postulates. We review th…
cs.AI2018
Omega: An Architecture for AI Unification
Eray Özkural
We introduce the open-ended, modular, self-improving Omega AI unification architecture which is a refinement of Solomonoff's Alpha architecture, as considered from first principles…