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Faithful Representation of Separable Distributions
Neural Computation, 1997A geometric approach to data representation incorporating information theoretic ideas is presented. The task of finding a faithful representation, where the input distribution is evenly partitioned into regions of equal mass, is addressed. For input consisting of mixtures of statistically independent sources, we treat independent component analysis ...
Juan K. Lin +2 more
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Towards Faithful and Meaningful Interpretable Representations.
CoRR, 2020Interpretable representations are the backbone of many black-box explainers. They translate the low-level data representation necessary for good predictive performance into high-level human-intelligible concepts used to convey the explanation. Notably, the explanation type and its cognitive complexity are directly controlled by the interpretable ...
Kacper Sokol, Peter A. Flach
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Faithful Representations of Semigroup Crossed Products by Endomorphisms
International Journal of Mathematics and Computer ScienceGiven a cyclically ordered free Abelian group G, a unital C^*-algebra A, and a semigroup homomorphism alpha from P(G) into the semigroup Endo(A), we characterize faithful representations of crossed product Ax_{alpha} P(G) by endomorphisms.
Rosjanuardi, Rizky +2 more
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Faithful Representations of Graphs by Islands in the Extended Grid
2010We investigate embeddings of graphs into the infinite extended grid graph. The problem was motivated by computation on adiabatic quantum computers, but it is related to a number of other well studied grid embedding problems. Such problems typically deal with representing vertices by grid points, and edges by grid paths, while minimizing some objective ...
Michael D. Coury +3 more
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Financial statement relevance, representational faithfulness, and comparability
Review of Quantitative Finance and Accounting, 2023Michael Neel, Irfan Safdar
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On algebras for which every faithful representation is its own second commutator
Mathematische Zeitschrift, 1958Kiiti Morita
exaly
The faithful linear representation of least degree ofS n andA n over a field of characteristic 2
Mathematische Zeitschrift, 1976Ascher Wagner, Wagner Ascher
exaly

