132 citations · 521 across the 32 of their papers we have counts for
5 papers · 1 filter
The Complexity of Social Media Response: Statistical Evidence For One-Dimensional Engagement Signal in Twitter
Damian Konrad Kowalczyk, Lars Kai Hansen
Many years after online social networks exceeded our collective attention, social influence is still built on attention capital. Quality is not a prerequisite for viral spreading,…
Active Learning Solution on Distributed Edge Computing
Jia Qian, Sayantan Sengupta, Lars Kai Hansen
Industry 4.0 becomes possible through the convergence between Operational and Information Technologies. All the requirements to realize the convergence is integrated on the Fog Pla…
Probabilistic Decoupling of Labels in Classification
Jeppe Nørregaard, Lars Kai Hansen
We investigate probabilistic decoupling of labels supplied for training, from the underlying classes for prediction. Decoupling enables an inference scheme general enough to implem…
Phase transition in PCA with missing data: Reduced signal-to-noise ratio, not sample size!
Niels Bruun Ipsen, Lars Kai Hansen
How does missing data affect our ability to learn signal structures? It has been shown that learning signal structure in terms of principal components is dependent on the ratio of…
Aggregating explanation methods for stable and robust explainability
Laura Rieger, Lars Kai Hansen
Despite a growing literature on explaining neural networks, no consensus has been reached on how to explain a neural network decision or how to evaluate an explanation. Our contrib…