Publications
Bayesian Prior Networks with PAC Training. arXiv preprint arXiv:1906.00816
(2019). Deep Active Learning with Adaptive Acquisition. IJCAI. Proceedings, in press
(2019). Deep-Learning Jets with Uncertainties and More . arXiv preprint arXiv:1904.10004
(2019). (2019).
Sampling-Free Variational Inference of Bayesian Neural Networks by Variance Backpropagation. UAI. Proceedings, in press
(2019). Variational Bayesian Multiple Instance Learning with Gaussian Processes. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 6570-6579
Technical Report (1.29 MB)
(2017). (2016). 
Weakly Supervised Detection With Gaussian Processes. University of Heidelberg
(2016).