96 citations · 298 across the 54 of their papers we have counts for
Showing cs.ITShow all
2 papers · 1 filter
cs.IT2012★ 12 cited
Smoothed Functional Algorithms for Stochastic Optimization using q-Gaussian Distributions
Debarghya Ghoshdastidar, Ambedkar Dukkipati, Shalabh Bhatnagar
Smoothed functional (SF) schemes for gradient estimation are known to be efficient in stochastic optimization algorithms, specially when the objective is to improve the performance…
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…