8 citations · 10 across the 3 of their papers we have counts for
3 papers
cs.LG2019★ 2 cited
Neuron ranking -- an informed way to condense convolutional neural networks architecture
Kamil Adamczewski, Mijung Park
Convolutional neural networks (CNNs) in recent years have made a dramatic impact in science, technology and industry, yet the theoretical mechanism of CNN architecture design remai…
stat.ML2019★ 8 cited
Radial and Directional Posteriors for Bayesian Neural Networks
Changyong Oh, Kamil Adamczewski, Mijung Park
We propose a new variational family for Bayesian neural networks. We decompose the variational posterior into two components, where the radial component captures the strength of ea…
cs.AI2014
How good is the Shapley value-based approach to the influence maximization problem?
Kamil Adamczewski, Szymon Matejczyk, Tomasz P. Michalak
The Shapley value has been recently advocated as a method to choose the seed nodes for the process of information diffusion. Intuitively, since the Shapley value evaluates the aver…