3 citations · 4 across the 4 of their papers we have counts for
4 papers
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…
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…
Nongeneralizability of Tsallis Entropy by means of Kolmogorov-Nagumo averages under pseudo-additivity
Ambedkar Dukkipati, M. Narsimha Murty, Shalabh Bhatnagar
As additivity is a characteristic property of the classical information measure, Shannon entropy, pseudo-additivity is a characteristic property of Tsallis entropy. Renyi generaliz…
Generalized Evolutionary Algorithm based on Tsallis Statistics
Ambedkar Dukkipati, M. Narasimha Murty, Shalabh Bhatnagar
Generalized evolutionary algorithm based on Tsallis canonical distribution is proposed. The algorithm uses Tsallis generalized canonical distribution to weigh the configurations fo…