Publications

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

Jaber EA, Cuchiero C, Larsson M, Pulido S. A weak solution theory for stochastic Volterra equations of convolution type. Annals of Applied Probability. 2021 Dec;31(6):2924-2952. doi: 10.1214/21-AAP1667

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

Cuchiero C, Papariello-Svaluto-Ferro S. Infinite dimensional polynomial processes. Finance and Stochastics. 2021 Apr;25(2):383–426. doi: 10.1007/s00780-021-00450-x

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.

Kaufman B, Rozgonyi T, Marquetand P, Weinacht T. Competition between dynamic resonance and internal conversion in strong-field molecular ionization with chirped ultrafast laser pulses. Physical Review A. 2021 Feb 15;103(2):023108. doi: 10.1103/PhysRevA.103.023108