@article {6320, title = {Bayesian Prior Networks with PAC Training}, journal = {arXiv preprint arXiv:1906.00816}, year = {2019}, author = {Manuel Hau{\ss}mann and Gerwinn, S and Kandemir, M.} } @proceedings {6318, title = {Deep Active Learning with Adaptive Acquisition}, year = {2019}, pages = {2470-2476}, doi = { 10.24963/ijcai.2019/343}, author = {Manuel Hau{\ss}mann and Fred A. Hamprecht and Kandemir, M.} } @proceedings {6317, title = {Sampling-Free Variational Inference of Bayesian Neural Networks by Variance Backpropagation}, year = {2019}, pages = {563-573}, author = {Manuel Hau{\ss}mann and Fred A. Hamprecht and Kandemir, M.} } @article {6180, title = {Active machine learning for training an event classification}, journal = {Patent, Patent Number WO2017032775 A1}, year = {2017}, author = {Kandemir, M. and Fred A. Hamprecht and Wojek, C. and Schmidt, U.} } @article {6181, title = {Maschinelles Lernen}, journal = {Patent, Patent Number WO2017032775A1}, year = {2017}, author = {Kandemir, M. and Fred A. Hamprecht and Wojek, C and Schmidt, U.} } @proceedings {kandemir_15_asymmetric, title = {Asymmetric transfer learning with deep Gaussian processes}, year = {2015}, note = {1}, pages = {730-738}, author = {Kandemir, M.} } @proceedings {kandemir_15_cell, title = {Cell event detection in phase-contrast microscopy sequences from few annotations}, volume = {LNCS 9351}, year = {2015}, pages = {316-323}, publisher = {Springer}, doi = {10.1007/978-3-319-24574-4_38}, author = {Kandemir, M. and Fred A. Hamprecht} } @article {kauppi_15_towards, title = {Towards brain-activity-controlled information retrieval: Decoding image relevance from MEG signals}, journal = {NeuroImage}, volume = {112}, year = {2015}, note = {1}, pages = {288-298}, doi = {10.1016/j.neuroimage.2014.12.079}, author = {Kauppi, J .P. and Kandemir, M. and Saarinen, V .M. and Hirvenkari, L. and Parkkonen, L. and Klami, A. and Hari, R. and Kaski, S.} } @article {kandemir_14_computer-aided, title = {Computer-aided diagnosis from weak supervision: A benchmarking study}, journal = {Computerized Medical Imaging and Graphics}, volume = {42}, year = {2014}, note = {1}, pages = {44-50}, doi = {10.1016/j.compmedimag.2014.11.010}, author = {Kandemir, M. and Fred A. Hamprecht} } @article {kandemir_14_digital, title = {Digital Pathology: Multiple instance learning can detect Barrett{\textquoteright}scancer}, year = {2014}, pages = {1348-1351}, doi = {10.1109/ISBI.2014.6868127}, author = {Kandemir, M. and Feuchtinger, A. and Walch, A. and Fred A. Hamprecht} } @conference {kandemir_14_empowering, title = {Empowering multiple instance histopathology cancer diagnosis by cell graphs}, booktitle = {MICCAI. Proceedings}, volume = {8674}, year = {2014}, note = {1}, pages = {228-235}, publisher = {Springer}, organization = {Springer}, doi = {10.1007/978-3-319-10470-6_29}, author = {Kandemir, M. and Zhang, C. and Fred A. Hamprecht} } @conference {kandemir_14_event, title = {Event Detection by Feature Unpredictability in Phase-Contrast Videos of Cell Cultures}, booktitle = {MICCAI. Proceedings}, number = {8674}, year = {2014}, note = {1}, pages = {154-161}, publisher = {Springer}, organization = {Springer}, doi = {10.1007/978-3-319-10470-6_20}, author = {Kandemir, M. and Rubio, J. C. and Schmidt, U. and Welbl, J. and Bj{\"o}rn Ommer and Fred A. Hamprecht} } @conference {kandemir_14_instance, title = {Instance Label Prediction by Dirichlet Process Multiple Instance Learning}, booktitle = {UAI. Proceedings}, year = {2014}, note = {1}, author = {Kandemir, M. and Fred A. Hamprecht} } @conference {straehle_14_multiple, title = {Multiple instance learning with response-optimized random forests}, booktitle = {ICPR. Proceedings}, year = {2014}, note = {1}, pages = {3768 - 3773}, doi = {10.1109/ICPR.2014.647}, author = {Christoph N. Straehle and Kandemir, M. and Ullrich K{\"o}the and Fred A. Hamprecht} } @article {kandemir_14_multi-task, title = {Multi-task and multi-view learning of user state}, journal = {Neurocomputing}, volume = {139}, year = {2014}, pages = {97-106}, doi = {10.1016/j.neucom.2014.02.057}, author = {Kandemir, M. and Klami, A. and Gonen, M. and Vetek, A. and Kaski, S} }