22 citations · 58 across the 4 of their papers we have counts for
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cs.LG2019★ 17 cited
Mixing autoencoder with classifier: conceptual data visualization
Pitoyo Hartono
In this short paper, a neural network that is able to form a low dimensional topological hidden representation is explained. The neural network can be trained as an autoencoder, a…
cs.LG2015★ 19 cited
Dimension Reduction with Non-degrading Generalization
Pitoyo Hartono
Visualizing high dimensional data by projecting them into two or three dimensional space is one of the most effective ways to intuitively understand the data's underlying character…