Publications

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: 10.48550/arXiv.2112.04800

Fritze R, Plant C. High performance computing on Android devices - a case study. arXiv.org. 2021 Dec 9. doi: 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 Sept 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 Sept 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;9:583377. 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: 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

Grasser N, Ratzenboeck S, Alves J, Grossschedl J, Meingast S, Zucker C et al. VizieR Online Data Catalog: rho Oph region revisited with Gaia EDR3 (Grasser+, 2021). 2021.

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: 10.1109/TIT.2021.3062161

Sun X, Yu Y, Liang Y, Dong J, Plant C, Böhm C. Fusing Attributed and Topological Global-Relations for Network Embedding. Information Sciences. 2021 May;558:76-90. Epub 2021 Jan 27. doi: 10.1016/j.ins.2021.01.012

Großschedl JE, Alves J , Meingast S, Herbst-Kiss G. 3D dynamics of the Orion cloud complex -- Discovery of coherent radial gas motions at the 100-pc scale. Astronomy & Astrophysics. 2021 Mar;647:A91. doi: 10.1051/0004-6361/202038913

Kinast A , Dörner K, Rinderle-Ma S. Biased random-key genetic algorithm for cobot assignment in an assembly/disassembly job shop scheduling problem. 2021. Paper presented at International Conference on Industry 4.0 and Smart Manufacturing 2020, Unknown.