Titlebook: Probability Theory; Alexandr A. Borovkov Textbook 2013 Springer-Verlag London Ltd., part of Springer Nature 2013 Ergodicity.Large Deviatio

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Alexandr A. Borovkovancial health analysis is normally based on individual behavior, lacking the holistic view of a company’s financial environment. Usually, such analysis is based on yearly/quarterly companies balance sheets that only reflect a definite financial snapshot, as well as alerts related to the transactiona

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Alexandr A. Borovkoveen knowledge elements are based on thematic resemblance without overarching organization based on substantiation or logical reasoning. Because it is known that associative knowledge, while important for learning too, may be very differently structured from more organized knowledge, a closer look on

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Alexandr A. Borovkov subgraphs known as triadic motifs. Triads are a set of distinct triangles that do not share an edge with any other triangle in the network. Network motifs are subgraphs that occur significantly more often compared to random topologies. Two prominent examples, the feedforward loop and the feedback l

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Alexandr A. Borovkovange aiming to bring the properties to an acceptable range is called . (NTRLA). We faced an NTRLA problem when we were investigating ways to improve the efficiency of large power grids. In the search for solutions, we developed strategies to add new edges in unsupervised automatic applications. The

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Alexandr A. Borovkovugh considerable progress has been made in the field of Trustworthy ML (TwML) in the recent past, much of the current characterization of this progress is qualitative. Consequently, decisions about how to address issues of trustworthiness and future research goals are often left to the interested re

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Discrete Spaces of Elementary Events,do, i.e. in the simple case of random experiments with finitely or at most countably many outcomes. The classical scheme of finitely many equally likely outcomes is discussed in more detail in Sect. .. Then the Bernoulli scheme is introduced and the properties of the binomial distribution are studie