21 citations · 27 across the 14 of their papers we have counts for
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cs.IT2012
Generative Maximum Entropy Learning for Multiclass Classification
Ambedkar Dukkipati, Gaurav Pandey, Debarghya Ghoshdastidar +2
Maximum entropy approach to classification is very well studied in applied statistics and machine learning and almost all the methods that exists in literature are discriminative i…
cs.IT2012★ 4 cited
Minimum Description Length Principle for Maximum Entropy Model Selection
Gaurav Pandey, Ambedkar Dukkipati
Model selection is central to statistics, and many learning problems can be formulated as model selection problems. In this paper, we treat the problem of selecting a maximum entro…