103 citations · 111 across the 6 of their papers we have counts for
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stat.ML2016★ 5 cited
Semi-Supervised Phone Classification using Deep Neural Networks and Stochastic Graph-Based Entropic Regularization
Sunil Thulasidasan, Jeffrey Bilmes
We describe a graph-based semi-supervised learning framework in the context of deep neural networks that uses a graph-based entropic regularizer to favor smooth solutions over a gr…
stat.ML2016
Efficient Distributed Semi-Supervised Learning using Stochastic Regularization over Affinity Graphs
Sunil Thulasidasan, Jeffrey Bilmes, Garrett Kenyon
We describe a computationally efficient, stochastic graph-regularization technique that can be utilized for the semi-supervised training of deep neural networks in a parallel or di…