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Discrete Graphical Models — An Optimization Perspective [PDF]

Foundations and Trends in Computer Graphics and Vision: Vol. 11: No. 3-4, pp 160-429 (2019), 2019
This monograph is about discrete energy minimization for discrete graphical models. It considers graphical models, or, more precisely, maximum a posteriori inference for graphical models, purely as a combinatorial optimization problem. Modeling, applications, probabilistic interpretations and many other aspects are either ignored here or find their ...
Bogdan Savchynskyy
arxiv +6 more sources

GDSP: A Graphical Perspective on the Distributed Storage Systems [PDF]

2017 IEEE International Symposium on Information Theory (ISIT), 2017
The classical distributed storage problem can be modeled by a k-uniform {\it complete} hyper-graph where vertices represent servers and hyper-edges represent users.
Saeid Sahraei, Michael Gastpar
core +9 more sources

Fractile Graphical Analysis in Finance: A New Perspective with Applications [PDF]

Journal of Risk and Financial Management, 2022
Fractile Graphical Analysis (FGA) was proposed by Prasanta Chandra Mahalanobis in 1961 as a method for comparing two distributions at two different points (of time or space) controlling for the rank of a covariate through fractile groups. We use bootstrap techniques to formalize the heuristic method used by Mahalanobis for approximating the standard ...
Anil K. Bera, Aurobindo Ghosh
openalex +4 more sources

Revisiting the Phillips Curve: Visualization from a Multidimensional Graphical Perspective [PDF]

, 2017
This article explores the possibility of visualizing the Phillips curve from a multidimensional perspective. We use a new multidimensional coordinate space, the mega-dynamic disks multivariable random coordinate space in vertical position, which ...
Mario Arturo Ruiz Estrada, Su-Fei Yap, Noor Azina Ismail +2 more
openalex +3 more sources

Stakeholder Perspectives to Support Graphical User Interface Design for Children with Autism Spectrum Disorder: A Qualitative Study [PDF]