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With the increased interest in machine learning, and deep learning in particular, the use of automatic differentiation has become more wide-spread in computation. There have been two recent developments to provide the theoretical support for this typ
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::da7a0bc3acdd83c9fa6346f9a3fd19df
http://arxiv.org/abs/2101.10491
http://arxiv.org/abs/2101.10491
Autor:
Ehrhard, Thomas
Publikováno v:
Tangent Categories and their Applications
Tangent Categories and their Applications, Robin Cockett (University of Calgary), Kristine Bauer (University of Calgary), Geoffrey Cruttwell (Mount Allison University), Jun 2021, online, Canada
Tangent Categories and their Applications, Robin Cockett (University of Calgary), Kristine Bauer (University of Calgary), Geoffrey Cruttwell (Mount Allison University), Jun 2021, online, Canada
International audience; Probabilistic coherence spaces are a model of classical linear logic but not a model of differential linear logic. Nevertheless differentiation is a perfectly meaningful operation in this model. I will explain its meaning, som
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::11f7abe2e987778e3e7a172fa72c6fdc
https://hal.archives-ouvertes.fr/hal-03425428
https://hal.archives-ouvertes.fr/hal-03425428