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SUMMARY:Andrew Dudzik
DTSTART:20250213T170000Z
DTEND:20250213T180000Z
DTSTAMP:20261022T180705Z
UID:ToposInstituteColloquium/161
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/ToposInstitu
 teColloquium/161/">Tensor Species: The Theory and Practice of Neural Netwo
 rks</a>\nby Andrew Dudzik as part of Topos Institute Colloquium\n\n\nAbstr
 act\nAs category theory grows in popularity within the machine learning co
 mmunity\, those of us interested in both theory and practice are faced wit
 h the question: which abstractions are directly useful when innovating in 
 the design of neural networks? We explain why this is a hard problem\, whi
 le making use of Joyal’s theory of species to give a down-to-earth descr
 iption of the data types we see in contemporary neural networks\, paying c
 lose attention to performance.\n
LOCATION:https://researchseminars.org/talk/ToposInstituteColloquium/161/
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