@incollection{UBHD-68975327, author={Damrich, Sebastian and B{\"o}hm, Jan Niklas and Hamprecht, Fred and Kobak, Dmitry}, title={Contrastive learning unifies t-SNE and UMAP}, year={2022}, pages={29 S.}, language={eng}, note={Gesehen am 18.10.2022}, booktitle={De.arxiv.org}, doi={10.48550/arXiv.2206.01816}, } @article{UBHD-68808306, author={Damrich, Sebastian and Ricketts, Martin}, title={Crowding in and crowding out within a contribution good model of research}, year={2022}, pages={16 S.}, language={eng}, issn={1873-7625}, volume={51}, note={Available online 23 October 2021 ; Gesehen am 06.12.2021}, journal={Research policy}, doi={10.1016/j.respol.2021.104400}, } @article{UBHD-69145523, author={Damrich, Sebastian and Ricketts, Martin}, title={Crowding in and crowding out within a contribution good model of research}, year={2022}, pages={1-16}, language={eng}, issn={0048-7333}, volume={51}, number={1 vom: Jan.}, journal={Research policy}, doi={10.1016/j.respol.2021.104400}, } @book{UBHD-69128745, author={Damrich, Sebastian}, title={Discovering structure without labels}, address={Heidelberg}, year={2022}, pages={1 Online-Ressource (183 Seiten)}, language={eng}, school={Dissertation, Ruprecht-Karls-Universit{\"a}t Heidelberg, 2022}, doi={10.11588/heidok.00033875}, url={https://nbn-resolving.org/urn:nbn:de:bsz:16-heidok-338754}, library={UB}, } @book{UBHD-69144818, author={Damrich, Sebastian}, organization={Universit{\"a}t Heidelberg}, title={Discovering structure without labels}, address={Heidelberg}, year={2022}, pages={xii, 169 Seiten}, language={eng}, school={Dissertation, Ruprecht-Karls-Universit{\"a}t Heidelberg, 2022}, library={UB [Signatur: 2023 U 935] ; MA [Signatur: Diss. Damri]}, } @incollection{UBHD-69145525, author={Damrich, Sebastian and Hamprecht, Fred}, title={On UMAP' s true loss function}, year={2022}, pages={5798-5809}, language={eng}, journal={NeurIPS (35. : 2021 : Online)35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 8 of 36}, editor={Ranzato, Marc'Aurelio}, } @incollection{UBHD-69145526, author={Fita SanmartĂ­n, Enrique and Damrich, Sebastian and Hamprecht, Fred}, title={Directed probabilistic watershed}, year={2022}, pages={20076-20088}, language={eng}, journal={NeurIPS (35. : 2021 : Online)35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 24 of 36}, editor={Ranzato, Marc'Aurelio}, } @incollection{UBHD-68943182, author={Fita SanmartĂ­n, Enrique and Damrich, Sebastian and Hamprecht, Fred}, title={Probabilistic watershed}, subtitle={sampling all spanning forests for seeded segmentation and semisupervised learning}, year={2020}, pages={2757-2768}, language={eng}, journal={NeurIPS (33. : 2019 : Vancouver, British Columbia)32nd Conference on Neural Information Processing Systems (NeurIPS 2019) ; Volume 4 of 20}, } @incollection{UBHD-68941166, author={Fita Sanmartin, Enrique and Damrich, Sebastian and Hamprecht, Fred}, title={Probabilistic watershed}, subtitle={sampling all spanning forests for seeded segmentation and semi-supervised learning}, year={2019}, pages={19 S.}, language={eng}, note={Gesehen am 13.07.2022}, booktitle={De.arxiv.org}, doi={10.48550/arXiv.1911.02921}, } @incollection{UBHD-68941128, author={Garrido, Quentin and Damrich, Sebastian and J{\"a}ger, Alexander and Cerletti, Dario and Claassen, Manfred and Najman, Laurent and Hamprecht, Fred}, title={Visualizing hierarchies in scRNA-seq data using a density tree-biased autoencoder}, year={2021}, pages={1-18}, language={eng}, note={Gesehen am 13.07.2022}, booktitle={Arxiv}, doi={10.48550/arXiv.2102.05892}, }