Sina Däubener
Institution: Ruhr-Universität Bochum / CASA
Research Hub(s):
Hub C: Secure Systems
E-Mail: sina.daeubener@rub.de
Adress: IB 3/137
Publications:
How Sampling Impacts the Robustness of Stochastic Neural Networks Approaches to Uncertainty Quantification in Federated Deep Learning SmoothLRP: Smoothing LRP by Averaging over Stochastic Input Variations Efficient Calculation of Adversarial Examples for Bayesian Neural Networks Detecting Compositionally Out-of-Distribution Examples in Semantic Parsing Detecting Adversarial Examples for Speech Recognition via Uncertainty Quantification Infinite ensembles for uncertainty prediction (Workshop Contribution) Uncertainty quantification with compound density network (Workshop Contribution)
