Applied Mathematics Theses and Dissertations

Theses and Dissertations for the Applied Mathematics department.

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Description:: Our work is motivated by the classical belief propagation algorithms which are well-known for obtaining state of the art results in certain settings, but often …
Year:: 2022
Contributor:: Grim, Anna (creator); Felzenszwalb, Pedro (Advisor); Harrison, Matt (Reader); Guzman, Johnny (Reader); Brown University. Department of Applied Mathematics (sponsor)
Genre:: theses
Subject:: Inference; Approximation Algorithms; Graphical modeling (Statistics); Belief Propagation
Collection:: Applied Mathematics; Theses and Dissertations

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Description:: Finite-state interacting Markov chains are a well-studied class of stochastic processes on networks that have been used to model diverse phenomena, such as gas particles …
Year:: 2019
Contributor:: Sudijono, Timothy (creator); Ramanan, Kavita (thesis advisor); Wang, Hui (reader); Brown University. Applied Mathematics (sponsor)
Genre:: theses
Subject:: Stochastic processes--Computer simulation; Conditional expectations (Mathematics); Graphical modeling (Statistics)
Language:: English
Collection:: Applied Mathematics; Theses and Dissertations

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