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Table 3 Details of autoencoder architectures. Here AE* indicates the number of layers in compression autoencoders, and AE*_L1 indicates the number of layers in L1-constrained autoencoders

From: Overlapping community finding with noisy pairwise constraints

Architecture Nodes per layer Small networks Large networks
Epochs Learning rate Epochs Learning rate
AE1 dim:(7,3,7) 100 0.01 30 0.001
AE1_L1 dim:(7,7,7) 100 0.01 30 0.001
AE2 dim:(7,5,3,5,7) 100 0.01 30 0.001
AE2_L1 dim:(7,7,7,7,7) 100 0.01 30 0.001
AE3 dim:(7,6,5,3,5,6,7) 100 0.01 30 0.001
AE3_L1 dim:(7,7,7,7,7,7,7) 100 0.01 30 0.001
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