Publications

Kozobolis S, Ioannidis A, Pasch H , Heinisch B, Nuč-Blažič A, Orthaber S et al. Forschungsbericht - ReTrans Working with Interpreters in Refugee Transit Zones: Capacity building and awareness-raising for higher education contexts: Work Package 1 Final Report. 2022.

Gerard L, Scherbela M, Marquetand P, Grohs P. Gold-standard solutions to the Schrödinger equation using deep learning: How much physics do we need?. 2022. Paper presented at Thirty-sixth Conference on Neural Information Processing Systems, New Orleans, United States.

Balazia M, Hlavácková-Schindler K, Sojka P, Plant C. Interpretable Gait Recognition by Granger Causality. In 26th International Conference on Pattern Recognition, ICPR 2022, Montreal, QC, Canada, August 21-25, 2022. Piscataway, NJ: IEEE. 2022. p. 1069-1075 doi: 10.48550/arXiv.2206.06714, 10.1109/ICPR56361.2022.9956624

Arbour D, Dimmery D, Mai T, Rao A. Online Balanced Experimental Design. 2022. Paper presented at International Conference on Machine Learning (ICML), Baltimore, United States.

Leiber C, Bauer LGM, Neumayr M, Plant C , Böhm C. The DipEncoder: Enforcing Multimodality in Autoencoders. In Zhang A, Rangwala H, editors, KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 - 18, 2022. ACM. 2022. p. 846-856 doi: 10.1145/3534678.3539407

Böhm A , Sedlmayer M , Csetnek ER , Bot RI. Two steps at a time -- taking GAN training in stride with Tseng's method. SIAM Journal on Mathematics of Data Science. 2022;4(2):750-771. doi: 10.1137/21M1420939

Plant C, Hubig NC, Shao J, Ottley A, Gou L, Möller T et al. Visualization in Data Science VDS @ KDD 2022. In Zhang A, Rangwala H, editors, KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 - 18, 2022. ACM. 2022. p. 4894-4895 doi: 10.1145/3534678.3542903

Wei X, Faisal AA, Grosse-Wentrup M, Gramfort A, Chevallier S, Jayaram V et al. 2021 BEETL competition: Advancing transfer learning for subject independence heterogenous EEG data sets. Proceedings of Machine Learning Research (PMLR). 2022;176:205-219. doi: 10.48550/arXiv.2202.12950

Morris C, Lipman Y, Maron H, Rieck B, Kriege NM, Grohe M et al. Weisfeiler and Leman go Machine Learning: The Story so far. arXiv.org. 2021 Dec 18.

Fritze R, Plant C. GPU backed Data Mining on Android Devices. arXiv.org. 2021 Dec 9. doi: https://doi.org/10.48550/arXiv.2112.04800

Fritze R, Plant C. High performance computing on Android devices - a case study. arXiv.org. 2021 Dec 9. doi: https://doi.org/10.48550/arXiv.2112.04845

Schmaranzer D, Braune R , Dörner KF. Multi-objective simulation optimization for complex urban mass rapid transit systems. Annals of Operations Research. 2021 Oct;305(1):449-486. Epub 2019 Sep 25. doi: 10.1007/s10479-019-03378-w

Sahann R, Möller T, Schmidt J. Histogram binning revisited with a focus on human perception: VIS2021 - short paper 1171. 2021. Paper presented at IEEE VIS 2021, United States.

Bomze I, Rinaldi F, Zeffiro D. Frank–Wolfe and friends: a journey into projection-free first-order optimization methods. 4 OR. 2021 Sep 6;19(3):313-345. doi: 10.1007/s10288-021-00493-y

Westermayr J, Marquetand P. Machine learning for electronically excited states of molecules. Chemical Reviews. 2021 Aug 25;121(16):9873-9926. doi: 10.1021/acs.chemrev.0c00749

Verdun CM, Fuchs T, Harár P, Elbrächter D, Fischer DS, Berner J et al. Group Testing for SARS-CoV-2 Allows for Up to 10-Fold Efficiency Increase Across Realistic Scenarios and Testing Strategies. Frontiers in Public Health. 2021 Aug 18;9:1205. 583377. doi: 10.3389/fpubh.2021.583377

Bauer L, Leiber C, Schelling B, Boehm C, Plant C. Dip-based Deep Embedded Clustering with k-Estimation. In KDD 2021 - Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining: August 14 - 18, 2021. New York, NY: Association for Computing Machinery (ACM). 2021. p. 903-913 doi: https://doi.org/10.1145/3447548.3467316

Grasser N, Ratzenböck S , Alves J, Großschedl J, Meingast S, Zucker C et al. The ρ Ophiuchi region revisited with Gaia EDR3: Two young populations, new members, and old impostors. Astronomy & Astrophysics. 2021 Aug;652:A2. doi: 10.1051/0004-6361/202140438

Archakov I, Hansen PR. A New Parametrization of Correlation Matrices. Econometrica. 2021 Jul;89(4):1699-1715.

Bohm C, Perdacher M, Plant C. A Novel Hilbert Curve for Cache-locality Preserving Loops. IEEE Transactions on Big Data. 2021 Jun 1;7(2):241-254. Epub 2018. doi: 10.1109/TBDATA.2018.2830378