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Certification of Iterative Predictions in Bayesian Neural Networks

Certification of Iterative Predictions in Bayesian Neural Networks

21 May 2021
Matthew Wicker
Luca Laurenti
A. Patané
Nicola Paoletti
Alessandro Abate
Marta Z. Kwiatkowska
ArXivPDFHTML

Papers citing "Certification of Iterative Predictions in Bayesian Neural Networks"

3 / 3 papers shown
Title
When to Trust AI: Advances and Challenges for Certification of Neural
  Networks
When to Trust AI: Advances and Challenges for Certification of Neural Networks
M. Kwiatkowska
Xiyue Zhang
AAML
28
8
0
20 Sep 2023
Fast and Scalable Bayesian Deep Learning by Weight-Perturbation in Adam
Fast and Scalable Bayesian Deep Learning by Weight-Perturbation in Adam
Mohammad Emtiyaz Khan
Didrik Nielsen
Voot Tangkaratt
Wu Lin
Y. Gal
Akash Srivastava
ODL
74
266
0
13 Jun 2018
Reluplex: An Efficient SMT Solver for Verifying Deep Neural Networks
Reluplex: An Efficient SMT Solver for Verifying Deep Neural Networks
Guy Katz
Clark W. Barrett
D. Dill
Kyle D. Julian
Mykel Kochenderfer
AAML
234
1,837
0
03 Feb 2017
1