Publications

Showing entries 41 - 60 out of 160
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 https://doi.org/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.
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 https://doi.org/10.1145/3534678.3542903
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. 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. https://doi.org/10.1007/s10208-021-09546-4
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. https://doi.org/10.1007/s10479-019-03378-w
Leeb H, Steinberger L. Statistical inference with F-statistics when fitting simple models to high-dimensional data. Econometric Theory. 2021 Sep 27. https://doi.org/10.1017/S026646662100044X
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. https://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. https://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. https://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. https://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 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. https://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. https://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. https://doi.org/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. https://doi.org/10.1016/j.ins.2021.01.012
Showing entries 41 - 60 out of 160