25.8k citations · 55.9k across the 29 of their papers we have counts for
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Classification of Complex Systems Based on Transients
Barbora Hudcova, Tomas Mikolov
In order to develop systems capable of modeling artificial life, we need to identify, which systems can produce complex behavior. We present a novel classification method applicabl…
Evaluating Online Continual Learning with CALM
Germán Kruszewski, Ionut-Teodor Sorodoc, Tomas Mikolov
Online Continual Learning (OCL) studies learning over a continuous data stream without observing any single example more than once, a setting that is closer to the experience of hu…
Combinatory Chemistry: Towards a Simple Model of Emergent Evolution
Germán Kruszewski, Tomas Mikolov
An explanatory model for the emergence of evolvable units must display emerging structures that (1) preserve themselves in time (2) self-reproduce and (3) tolerate a certain amount…