@article{UBHD-68954963, author={Bellagente, Marco and Haußmann, Manuel and Luchmann, Michel and Plehn, Tilman}, title={Understanding event-generation networks via uncertainties}, year={2022}, pages={23 S.}, language={eng}, issn={2542-4653}, volume={13}, note={Gesehen am 17.08.2022}, journal={SciPost physics}, doi={10.21468/SciPostPhys.13.1.003}, } @incollection{UBHD-68941122, author={Bellagente, Marco and Haußmann, Manuel and Luchmann, Michel and Plehn, Tilman}, title={Understanding event-generation networks via uncertainties}, year={2021}, pages={26 S.}, language={eng}, note={Gesehen am 13.07.2022}, booktitle={De.arxiv.org}, doi={10.48550/arXiv.2104.04543}, } @article{UBHD-68494079, author={Bollweg, Sven and Haußmann, Manuel and Kasieczka, Gregor and Luchmann, Michel and Plehn, Tilman and Thompson, Jennifer M.}, title={Deep-learning jets with uncertainties and more}, year={2020}, pages={1-25}, language={eng}, issn={2542-4653}, volume={8}, note={Gesehen am 27.02.2020}, journal={SciPost physics}, doi={10.21468/SciPostPhys.8.1.006}, } @book{UBHD-68771278, author={Haußmann, Manuel}, title={Bayesian neural networks for probabilistic machine learning}, address={Heidelberg}, year={2021}, pages={1 Online-Ressource (169 Seiten)}, language={eng}, school={Dissertation, Ruprecht-Karls-Universit{\"a}t Heidelberg, 2021}, doi={10.11588/heidok.00030364}, keywords={Maschinelles Lernen}, url={https://nbn-resolving.org/urn:nbn:de:bsz:16-heidok-303645}, library={UB}, } @book{UBHD-68771616, author={Haußmann, Manuel}, organization={Universit{\"a}t Heidelberg}, title={Bayesian neural networks for probabilistic machine learning}, address={Heidelberg}, year={2021}, pages={xiii, 153 Seiten}, language={eng}, school={Dissertation, Ruprecht-Karls-Universit{\"a}t Heidelberg, 2021}, keywords={Maschinelles Lernen}, library={UB [Signatur: 2021 U 828] ; MA [Signatur: Diss. Haussm]}, } @incollection{UBHD-68941151, author={Haußmann, Manuel and Hamprecht, Fred and Kandemir, Melih}, title={Deep active learning with adaptive acquisition}, year={2019}, pages={1-7}, language={eng}, note={Gesehen am 13.07.2022}, booktitle={De.arxiv.org}, doi={10.48550/arXiv.1906.11471}, } @incollection{UBHD-68941171, author={Haußmann, Manuel and Hamprecht, Fred and Kandemir, Melih}, title={Sampling-free variational inference of Bayesian neural networks by variance backpropagation}, year={2018}, pages={1-15}, language={eng}, note={Last revised 12 Jun 2019 ; Gesehen am 13.07.2022}, booktitle={De.arxiv.org}, doi={10.48550/arXiv.1805.07654}, } @incollection{UBHD-68941162, author={Kirschbaum, Elke and Haußmann, Manuel and Wolf, Steffen and Sonntag, Hannah and Schneider, Justus and Elzoheiry, Shehabeldin and Kann, Oliver and Durstewitz, Daniel and Hamprecht, Fred}, title={LeMoNADe}, subtitle={Learned Motif and Neuronal Assembly Detection in calcium imaging videos}, year={2018}, pages={1-28}, language={eng}, note={Identifizierung der Ressource nach: Last revised 22 Feb 2019 ; Gesehen am 13.07.2022}, booktitle={De.arxiv.org}, doi={10.48550/arXiv.1806.09963}, }