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cs.LG2018
Evidence Transfer for Improving Clustering Tasks Using External Categorical Evidence
Athanasios Davvetas, Iraklis A. Klampanos, Vangelis Karkaletsis
In this paper we introduce evidence transfer for clustering, a deep learning method that can incrementally manipulate the latent representations of an autoencoder, according to ext…
cs.AI2018
ANNETT-O: An Ontology for Describing Artificial Neural Network Evaluation, Topology and Training
Iraklis A. Klampanos, Athanasios Davvetas, Antonis Koukourikos +1
Deep learning models, while effective and versatile, are becoming increasingly complex, often including multiple overlapping networks of arbitrary depths, multiple objectives and n…