Heavy Tails in ML: Structure, Stability, Dynamics

Mert Gurbuzbalaban · Stefanie Jegelka · Michael Mahoney · Umut Simsekli

Room R02-R05 (level 2)
[ Abstract ] Workshop Website
Fri 15 Dec, 7 a.m. PST

Heavy-tails and chaotic behavior naturally appear in many ways in ML. We aim to understand how they emerge and how they affect the properties of ML methods.

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Timezone: America/Los_Angeles