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UID:396@lincs.fr
DTSTART;TZID=Europe/Paris:20180919T140000
DTEND;TZID=Europe/Paris:20180919T150000
DTSTAMP:20180924T065646Z
URL:https://www.lincs.fr/events/regular-inference-on-artificial-neural-net
 works/
SUMMARY:Regular Inference on Artificial Neural Networks
DESCRIPTION:This lecture explores the general problem of explaining the
 behavior of Artificial Neural Networks (ANN). The goal is to construct a
 representation which enhances human understanding of an ANN as a sequence
 classifier\, with the purpose of providing insight on the rationale behind
 the classification of a sequence as positive or negative\, but also to
 enable performing further analyses\, such as automata-theoretic formal
 verification. In particular\, a probabilistic algorithm for constructing a
 deterministic finite automaton which is approximately correct with respect
 to an artificial neural network is proposed.
CATEGORIES:Seminars,Youtube
LOCATION:LINCS / EIT Digital\, 23 avenue d'Italie\, 75013 Paris\, France
X-APPLE-STRUCTURED-LOCATION;VALUE=URI;X-ADDRESS=23 avenue d'Italie\, 75013
 Paris\, France;X-APPLE-RADIUS=100;X-TITLE=LINCS / EIT Digital:geo:0,0
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TZID:Europe/Paris
X-LIC-LOCATION:Europe/Paris
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DTSTART:20180325T030000
TZOFFSETFROM:+0100
TZOFFSETTO:+0200
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