@unpublished {7061, title = {Evidential Turing Processes}, number = {https://arxiv.org/abs/2106.01216}, year = {2021}, publisher = {arXiv preprint}, url = {https://arxiv.org/abs/2106.01216}, author = {Kandemir, M and Agk{\"u}l, A and Hau{\ss}mann, M and {\"U}nal, G} } @proceedings {7060, title = {Learning Partially Known Stochastic Dynamics with Empirical PAC Bayes}, volume = {PMLR 130}, year = {2021}, pages = {478-486}, author = {Manuel Hau{\ss}mann and Gerwinn, S and Look, A and Rakitsch, B and Kandemir, M} } @proceedings {7059, title = {Bayesian Evidential Deep Learning with PAC Regularization }, year = {2020}, author = {Manuel Hau{\ss}mann and Gerwinn, S and Kandemir, M} } @proceedings {6140, title = {Variational Bayesian Multiple Instance Learning with Gaussian Processes}, year = {2017}, pages = {6570-6579}, doi = {10.1109/CVPR.2017.93}, author = {Manuel Hau{\ss}mann and Fred A. Hamprecht and Kandemir, M} } @proceedings {6080, title = {Gaussian process density counting from weak supervision}, volume = {LNCS 9905}, year = {2016}, pages = {365-380 }, publisher = {Springer}, doi = { 10.1007/978-3-319-46448-0_22}, author = {M. von Borstel and Kandemir, M and Schmidt, P and Rao, M and Rajamani, K and Fred A. Hamprecht} } @proceedings {6079, title = {Variational weakly-supervised Gaussian processes}, year = {2016}, author = {Kandemir, M and Manuel Hau{\ss}mann and Ferran Diego and Rajamani, K and van der Laak, J and Fred A. Hamprecht} } @proceedings {6003, title = {The Deep Feed-Forward Gaussian Process: An Effective Generalization to Covariance Priors}, volume = {44}, year = {2015}, pages = {145-159}, author = {Kandemir, M and Fred A. Hamprecht} } @conference {kandemir:MICCAI:2014, title = {Event Detection by Feature Unpredictability in Phase-Contrast Videos of Cell Cultures}, booktitle = {Medical Image Computing and Computer-Assisted Intervention}, year = {2014}, pages = {154--161}, publisher = {Springer}, organization = {Springer}, author = {Kandemir, M and Rubio, J. C. and Schmidt, U. and Wojek, C. and Welbl, J. and Bj{\"o}rn Ommer and Fred A. Hamprecht} }