Zobrazeno 1 - 5
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pro vyhledávání: '"Felix Biggs"'
Autor:
Felix Biggs, Benjamin Guedj
Publikováno v:
Entropy, Vol 23, Iss 10, p 1280 (2021)
We make two related contributions motivated by the challenge of training stochastic neural networks, particularly in a PAC–Bayesian setting: (1) we show how averaging over an ensemble of stochastic neural networks enables a new class of partially-a
Externí odkaz:
https://doaj.org/article/b4aab84fd1d340efaf0b0095a2825b7a
Autor:
Biggs, Felix1 (AUTHOR) fbiggs@cs.ucl.ac.uk, Guedj, Benjamin1,2 (AUTHOR) benjamin.guedj@inria.fr
Publikováno v:
Entropy. Oct2021, Vol. 23 Issue 10, p1280-1280. 1p.
Autor:
Biggs, Felix, Guedj, Benjamin
Publikováno v:
AISTATS 2022-25th International Conference on Artificial Intelligence and Statistics
AISTATS 2022-25th International Conference on Artificial Intelligence and Statistics, Mar 2022, Valencia, Spain
AISTATS 2022-25th International Conference on Artificial Intelligence and Statistics, Mar 2022, Valencia, Spain
We give a general recipe for derandomising PAC-Bayesian bounds using margins, with the critical ingredient being that our randomised predictions concentrate around some value. The tools we develop straightforwardly lead to margin bounds for various c
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d308243cc594e302493d77d750f4ed63
http://arxiv.org/abs/2107.03955
http://arxiv.org/abs/2107.03955
Autor:
Stephen D. Solomon
“Solomon's fascinating and sweeping history of the legal fight over mandatory school prayers is compelling, judicious, and elegantly written. Fabulous!” —David Rudenstine, Dean, Benjamin N. Cardozo School of Law, Yeshiva University “Stephen S
Autor:
Kat Martin
The New York Times bestselling author delivers “full out action, suspense and romance” as the rugged men of BOSS take on an explosive new case (Fresh Fiction). Megan O'Brien is at her wit's end. Her three-year-old son has been kidnapped. No pol