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cs.IT2008
Towards algebraic methods for maximum entropy estimation
Ambedkar Dukkipati
We show that various formulations (e.g., dual and Kullback-Csiszar iterations) of estimation of maximum entropy (ME) models can be transformed to solving systems of polynomial equa…
cs.IT2007
Maximum Entropy in the framework of Algebraic Statistics: A First Step
Ambedkar Dukkipati
Algebraic statistics is a recently evolving field, where one would treat statistical models as algebraic objects and thereby use tools from computational commutative algebra and al…