11 citations · 18 across the 5 of their papers we have counts for
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cs.HC2021
Uncertainty-aware Topic Modeling Visualization
Valerie Müller, Christian Sieg, Lars Linsen
Topic modeling is a state-of-the-art technique for analyzing text corpora. It uses a statistical model, most commonly Latent Dirichlet Allocation (LDA), to discover abstract topics…
cs.LG2021
The Impact of Activation Sparsity on Overfitting in Convolutional Neural Networks
Karim Huesmann, Luis Garcia Rodriguez, Lars Linsen +1
Overfitting is one of the fundamental challenges when training convolutional neural networks and is usually identified by a diverging training and test loss. The underlying dynamic…