Zobrazeno 1 - 10
of 62
pro vyhledávání: '"Hykel P"'
We introduce and investigate a family of consequence relations with the goal of capturing certain important patterns of data-driven inference. The inspiring idea for our framework is the fact that data may reject, possibly to some degree, and possibl
Externí odkaz:
http://arxiv.org/abs/2408.12346
Autor:
Baldi, Paolo, Hosni, Hykel
We provide a logical framework in which a resource-bounded agent can be seen to perform approximations of probabilistic reasoning. Our main results read as follows. First we identify the conditions under which propositional probability functions can
Externí odkaz:
http://arxiv.org/abs/2205.03198
Autor:
Hosni, Hykel, Vulpiani, Angelo
Publikováno v:
Lettera Matematica International Edition, 6, (2018)
Datacentric enthusiasm is growing strong across a variety of domains. Whilst data science asks unquestionably exciting scientific questions, we argue that its contributions should not be extrapolated from the scientific context in which they originat
Externí odkaz:
http://arxiv.org/abs/2007.04095
This paper presents an investigation on the structure of conditional events and on the probability measures which arise naturally in this context. In particular we introduce a construction which defines a (finite) {\em Boolean algebra of conditionals
Externí odkaz:
http://arxiv.org/abs/2006.04673
Autor:
Hosni, Hykel, Vulpiani, Angelo
Data Science and Machine learning have been growing strong for the past decade. We argue that to make the most of this exciting field we should resist the temptation of assuming that forecasting can be reduced to brute-force data analytics. This owes
Externí odkaz:
http://arxiv.org/abs/2005.04729
Akademický článek
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Autor:
Hosni Hykel, Landes Jürgen
Publikováno v:
Open Mathematics, Vol 21, Iss 1, Pp 67-84 (2023)
We illustrate how a variety of logical methods and techniques provide useful, though currently underappreciated, tools in the foundations and applications of reasoning under uncertainty. The field is vast spanning logic, artificial intelligence, stat
Externí odkaz:
https://doaj.org/article/30ff2c79c4434c8b8432fe389396ab7a
Autor:
Hosni, Hykel, Vulpiani, Angelo
Publikováno v:
Philosophy and Technology (2018) 31: 557
Predicting the future state of a system has always been a natural motivation for science and practical applications. Such a topic, beyond its obvious technical and societal relevance, is also interesting from a conceptual point of view. This owes to
Externí odkaz:
http://arxiv.org/abs/1705.11186
Recursive InterNetwork Architecture is a clean-slate approach to how to deal with the current issues of the Internet based on the traditional TCP/IP networking stack. Instead of using a fixed number of layers with dedicated functionality, RINA propos
Externí odkaz:
http://arxiv.org/abs/1509.03550
Akademický článek
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