Publications
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.
Han D, Wooldridge M, Rogers A, Ohrimenko O, Tschiatschek S. Replication Robust Payoff Allocation in Submodular Cooperative Games. IEEE Transactions on Artificial Intelligence. 2022.
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.org/10.1145/3534678.3539407
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.org/10.1145/3534678.3542903
Fritze R, Plant C. GPU backed Data Mining on Android Devices. 2021 Dec 9.
Fritze R, Plant C. High performance computing on Android devices - a case study. 2021 Dec 9.
Grohs P, Klotz A, Voigtlaender F. Phase Transitions in Rate Distortion Theory and Deep Learning. Foundations of Computational Mathematics. 2021 Nov 16. doi.org/10.1007/s10208-021-09546-4
Wolfinger D, Gansterer M, Dörner KF, Popper N. A Large Neighbourhood Search Metaheuristic for the Contagious Disease Testing Problem. European Journal of Operational Research. 2023 Jan 1;304(1):169-182. doi.org/10.1016/j.ejor.2021.10.028
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. doi.org/10.1007/s10479-019-03378-w
McDermott EJ, Metsomaa J, Paolo B, Grosse-Wentrup M, Ziemann U, Zrenner C. Predicting motor behavior: an efficient EEG signal processing pipeline to detect brain states with potential therapeutic relevance for VR-based neurorehabilitation. Virtual Reality. 2021 Sep 23. doi.org/10.1007/s10055-021-00538-x
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.org/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.org/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.org/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.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.org/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. doi.org/10.1109/TBDATA.2018.2830378
Elbrächter D, Perekrestenko D, Grohs P, Bölcskei H. Deep Neural Network Approximation Theory. IEEE TRANSACTIONS ON INFORMATION THEORY. 2021 May;67(5):2581-2623. 9363169. doi.org/10.1109/TIT.2021.3062161