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pro vyhledávání: '"Salako, Kizito"'
In this work, we introduce a novel approach to regularization in multivariable regression problems. Our regularizer, called DLoss, penalises differences between the model's derivatives and derivatives of the data generating function as estimated from
Externí odkaz:
http://arxiv.org/abs/2405.00555
Autor:
Salako, Kizito, Zhao, Xingyu
This paper presents Bayesian techniques for conservative claims about software reliability, particularly when evidence suggests the software's executions are not statistically independent. We formalise informal notions of "doubting" that the executio
Externí odkaz:
http://arxiv.org/abs/2208.07935
Autor:
Salako, Kizito, Zhao, Xingyu
When assessing a software-based system, the results of Bayesian statistical inference on operational testing data can provide strong support for software reliability claims. For inference, this data (i.e. software successes and failures) is often ass
Externí odkaz:
http://arxiv.org/abs/2208.00462
Context: Demonstrating high reliability and safety for safety-critical systems (SCSs) remains a hard problem. Diverse evidence needs to be combined in a rigorous way: in particular, results of operational testing with other evidence from design and v
Externí odkaz:
http://arxiv.org/abs/2008.09510
Publikováno v:
Proceedings of 30th IEEE International Symposium on Software Reliability Engineering (ISSRE 2019)
There is an urgent societal need to assess whether autonomous vehicles (AVs) are safe enough. From published quantitative safety and reliability assessments of AVs, we know that, given the goal of predicting very low rates of accidents, road testing
Externí odkaz:
http://arxiv.org/abs/1908.06540
Autor:
Salako, Kizito Oluwaseun
Fault-tolerant architectures for software-based systems have been used in various practical applications, including Right control systems for commercial airliners (e.g. AIRBUS A340, A310) as part of an aircraft's so-called fiy-bY-'win: Right control
Externí odkaz:
http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.555445
Publikováno v:
In Reliability Engineering and System Safety May 2020 197
Autor:
Salako, Kizito, Zhao, Xingyu
Publikováno v:
Quality & Reliability Engineering International; Apr2024, Vol. 40 Issue 3, p1197-1220, 24p
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Preliminary interdependency analysis: An approach to support critical-infrastructure risk-assessment
Publikováno v:
In Reliability Engineering and System Safety November 2017 167:198-217