TU Darmstadt / ULB / TUbiblio

Browse by Person

Up a level
Export as [feed] Atom [feed] RSS 1.0 [feed] RSS 2.0
Group by: No Grouping | Item Type | Date | Language
Number of items: 37.

Weber, Wadim ; Roeder, Markus ; Probanowski, Tobias ; Yang, Jie ; Abujubara, Helal ; Koeppl, Heinz ; Tietze, Alesia ; Stein, Viktor (2022):
Functional Nanopore Screen: A Versatile High-Throughput Assay to Study and Engineer Protein Nanopores in Escherichia coli.
In: ACS synthetic biology, 11 (6), pp. 2070-2079. ISSN 2161-5063,
DOI: 10.1021/acssynbio.1c00635,
[Article]

Cui, Kai ; KhudaBukhsh, Wasiur R. ; Koeppl, Heinz (2022):
Motif-based mean-field approximation of interacting particles on clustered networks.
In: Phys. Rev. E, 105, pp. L042301. American Physical Society, DOI: 10.1103/PhysRevE.105.L042301,
[Article]

Cui, Kai ; Koeppl, Heinz (2022):
Approximately Solving Mean Field Games via Entropy-Regularized Deep Reinforcement Learning. (Publisher's Version)
In: Proceedings of Machine Learning Research, 130, In: Proceedings of The 24th International Conference on Artificial Intelligence and Statistics, pp. 1909-1917,
Darmstadt, PMLR, 24th International Conference on Artificial Intelligence and Statistics (AISTATS) 2021, Virtual, 13.-15.04.2021, DOI: 10.26083/tuprints-00021511,
[Conference or Workshop Item]

Prangemeier, Tim ; Reich, Christoph ; Koeppl, Heinz (2022):
Attention-Based Transformers for Instance Segmentation of Cells in Microstructures. (Postprint)
In: 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), pp. 700-707,
Darmstadt, IEEE, IEEE International Conference on Bioinformatics and Biomedicine (IEEE BIBM 2020), virtual Conference, 16.-19.12.2020, ISBN 978-1-7281-6215-7,
DOI: 10.26083/tuprints-00021666,
[Conference or Workshop Item]

Engelmann, Nicolai ; Linzner, Dominik ; Koeppl, Heinz (2022):
Continuous Time Bayesian Networks with Clocks. (Publisher's Version)
In: Proceedings of Machine Learning Research, 119, In: Proceedings of the 37th International Conference on Machine Learning, pp. 2912-2921,
Darmstadt, PMLR, 37th International Conference on Machine Learning, Online, 12.-18.07.2020, DOI: 10.26083/tuprints-00021516,
[Conference or Workshop Item]

Khuda Bukhsh, Wasiur R. ; Kar, Sounak ; Alt, Bastian ; Rizk, Amr ; Koeppl, Heinz (2022):
Generalized Cost-Based Job Scheduling in Very Large Heterogeneous Cluster Systems. (Postprint)
In: IEEE Transactions on Parallel and Distributed Systems, 31 (11), IEEE, ISSN 1045-9219,
DOI: 10.26083/tuprints-00021667,
[Article]

Yang, Sikun ; Koeppl, Heinz (2022):
The Hawkes Edge Partition Model for Continuous-time Event-based Temporal Networks. (Publisher's Version)
In: Proceedings of Machine Learning Research, 124, In: Proceedings of the 36th Conference on Uncertainty in Artificial Intelligence (UAI), pp. 460-469,
Darmstadt, PMLR, Conference on Uncertainty in Artificial Intelligence (UAI), Online, 03.-06.08.2020, DOI: 10.26083/tuprints-00021515,
[Conference or Workshop Item]

Wildner, Christian ; Koeppl, Heinz (2022):
Moment-Based Variational Inference for Stochastic Differential Equations. (Publisher's Version)
In: Proceedings of Machine Learning Research, 130, In: Proceedings of The 24th International Conference on Artificial Intelligence and Statistics, pp. 1918-1926,
Darmstadt, PMLR, 24th International Conference on Artificial Intelligence and Statistics (AISTATS) 2021, Virtual, 13.-15.04.2021, DOI: 10.26083/tuprints-00021512,
[Conference or Workshop Item]

Prangemeier, Tim ; Wildner, Christian ; Françani, André O. ; Reich, Christoph ; Koeppl, Heinz (2022):
Multiclass Yeast Segmentation in Microstructured Environments with Deep Learning. (Postprint)
In: 2020 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB),
Darmstadt, IEEE, IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (IEEE CIBCB), Online, 27.-29.10.2020, ISBN 978-1-7281-9468-4,
DOI: 10.26083/tuprints-00021524,
[Conference or Workshop Item]

Ourari, Ramzi ; Cui, Kai ; Elshamanhory, Ahmed ; Koeppl, Heinz (2022):
Nearest-Neighbor-based Collision Avoidance for Quadrotors via Reinforcement Learning.
In: 2022 International Conference on Robotics and Automation (ICRA), pp. 293-300,
Philadelphia, USA, DOI: 10.1109/ICRA46639.2022.9812221,
[Conference or Workshop Item]

Khs, Lukas ; Kukovetz, Kerri ; Rauh, Oliver ; Koeppl, Heinz (2022):
Nonparametric Bayesian inference for meta-stable conformational dynamics. (Publisher's Version)
In: Physical Biology, 19 (5), IOP Publishing, e-ISSN 1478-3975,
DOI: 10.26083/tuprints-00022096,
[Article]

Kar, Sounak ; Rehrmann, Robin ; Mukhopadhyay, Arpan ; Alt, Bastian ; Ciucu, Florin ; Koeppl, Heinz ; Binnig, Carsten ; Rizk, Amr (2022):
On the Throughput Optimization in Large-scale Batch-processing Systems. (Postprint)
In: Performance Evaluation, 144, Elsevier, ISSN 0166-5316,
DOI: 10.26083/tuprints-00021522,
[Article]

Sinzger, Mark ; Gehri, Maximilian ; Koeppl, Heinz (2022):
Poisson channel with binary Markov input and average sojourn time constraint. (Postprint)
In: 2020 IEEE International Symposium on Information Theory: Proceedings, pp. 2873-2878,
Darmstadt, IEEE, ISIT'20 - International Symposium on Information Theory, Online, 21.-26.06.2020, ISSN 2157-8095, e-ISSN 2157-8117, ISBN 978-1-7281-6432-8,
DOI: 10.26083/tuprints-00021525,
[Conference or Workshop Item]

Kruk, Nikita ; Maistrenko, Yuriy ; Koeppl, Heinz (2022):
Solitary states in the mean-field limit. (Publisher's Version)
In: Chaos: An Interdisciplinary Journal of Nonlinear Science, 30 (11), AIP Publishing, ISSN 1054-1500,
DOI: 10.26083/tuprints-00021568,
[Article]

Kumar, Sunil ; Lun, Xiao-Kang ; Bodenmiller, Bernd ; Rodrguez Martnez, Mara ; Koeppl, Heinz (2022):
Stabilized Reconstruction of Signaling Networks from Single-Cell Cue-Response Data. (Publisher's Version)
10, In: Scientific Reports, (1), Springer, e-ISSN 2045-2322,
DOI: 10.26083/tuprints-00021513,
[Article]

Kruk, Nikita ; Carrillo, José A. ; Koeppl, Heinz (2022):
Traveling bands, clouds, and vortices of chiral active matter. (Publisher's Version)
In: Physical Review E, 102 (2), American Physical Society, ISSN 2470-0045,
DOI: 10.26083/tuprints-00021567,
[Article]

Altintan, Derya ; Koeppl, Heinz (2021):
Hybrid master equation for jump-diffusion approximation of biomolecular reaction networks. (Postprint)
In: BIT Numerical Mathematics, 60 (2), pp. 261-294. Springer, ISSN 0006-3835, e-ISSN 1572-9125,
DOI: 10.26083/tuprints-00017586,
[Article]

Alkhalili, Yassin ; Tahir, Anam ; Weil, Jannis ; Meuser, Tobias ; Koldehofe, Boris ; Mauthe, Andreas ; Koeppl, Heinz ; Steinmetz, Ralf (2021):
Towards QoE-Driven Optimization of Multi-Dimensional Content Streaming.
In: Electronic Communications of the EASST, 80, Technische Universität Berlin, ISSN 1863-2122,
DOI: 10.14279/tuj.eceasst.80.1167,
[Article]

Cui, Kai ; Koeppl, Heinz (2021):
Approximately Solving Mean Field Games via Entropy-Regularized Deep Reinforcement Learning.
24th International Conference on Artificial Intelligence and Statistics, Virtual Conference, 13.-15.04.2021, [Conference or Workshop Item]

Kar, Sounak ; Rehrmann, Robin ; Mukhopadhyay, Arpan ; Alt, Bastian ; Ciucu, Florin ; Koeppl, Heinz ; Binnig, Carsten ; Rizk, Amr (2020):
On the Throughput Optimization in Large-Scale Batch-Processing Systems.
38th International Symposium on Computer Performance, Modeling, Measurements and Evaluation (PERF 2020), virtual Conference, 02.-06.11.2020, [Conference or Workshop Item]

Sinzger, Mark ; Gehri, Maximilian ; Koeppl, Heinz (2020):
Poisson channel with binary Markov input and average sojourn time constraint.
In: 2020 IEEE International Symposium on Information Theory: Proceedings, pp. 2873-2878,
IEEE, 2020 IEEE International Symposium on Information Theory (ISIT'20), virtual Conference, 21.-26.06.2020, ISBN 978-1-7281-6432-8,
DOI: 10.1109/ISIT44484.2020.9174360,
[Conference or Workshop Item]

Kuebert, Thomas ; Puder, Henning ; Koeppl, Heinz (2019):
Daily Routine Recognition with Visual Interactive Labeling by Fusing Acceleration and Audio Signals.
In: 2019 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT'19),
IEEE, 19th International Symposium on Signal Processing and Information Technology, Ajman, United Arab Emirates, 10.-12.12.2019, ISBN 978-1-7281-5341-4,
DOI: 10.1109/ISSPIT47144.2019.9001791,
[Conference or Workshop Item]

KhudaBukhsh, Wasiur R. ; Auddy, Arnab ; Disser, Yann ; Koeppl, Heinz (2019):
Approximate Lumpability for Markovian Agent-based Models Using Local Symmetries.
In: Jounal of Applied Probability, 56 (3), pp. 647-671. Cambridge University Press, ISSN 0021-9002,
DOI: 10.1017/jpr.2019.44,
[Article]

Lehr, François-Xavier ; Hanst, Maleen ; Vogel, Marc ; Kremer, Jennifer ; Göringer, H. Ulrich ; Suess, Beatrix ; Koeppl, Heinz (2019):
Cell-free prototyping of AND-logic gates based on heterogeneous RNA activators.
In: ACS Synthetic Biology, 8 (9), pp. 2163-2173. ACS Publications, ISSN 2161-5063,
DOI: 10.1021/acssynbio.9b00238,
[Article]

Wildner, Christian ; Koeppl, Heinz
PMLR (ed.) (2019):
Moment-Based Variational Inference for Markov Jump Processes.
In: PMLR, 97, In: Proceedings of Machine Learning Research, pp. 6766-6775,
International Conference on Machine Learning, Long Beach, California, USA, June 9-15, 2019, ISSN 2640-3498,
[Conference or Workshop Item]

Alt, Bastian ; Ballard, Trevor ; Steinmetz, Ralf ; Koeppl, Heinz ; Rizk, Amr (2019):
CBA: Contextual Quality Adaptation for Adaptive Bitrate Video Streaming.
pp. 1000-1008, IEEE, IEEE Conference on Computer Communications (INFOCOM 2019), Paris, France, 29.04.-02.05., ISBN 978-1-7281-0516-1,
DOI: 10.1109/INFOCOM.2019.8737418,
[Conference or Workshop Item]

Alt, Bastian ; Weckesser, Markus ; Becker, Christian ; Hollick, Matthias ; Kar, Sounak ; Klose, Robin ; Kluge, Roland ; Koeppl, Heinz ; KhudaBukhsh, Wasiur R. ; Luthra, Manisha ; Mousavi, Mahdi ; Mühlhäuser, Max ; Pfannemüller, Martin ; Rizk, Amr ; Schürr, Andy ; Steinmetz, Ralf ; Klein, Anja (2019):
Transitions: A Protocol-Independent View of the Future Internet.
In: Proceedings of the IEEE, 107 (4), pp. 835-846. ISSN 0018-9219,
DOI: 10.1109/JPROC.2019.2895964,
[Article]

Hofmann, Anja ; Falk, Johannes ; Prangemeier, Tim ; Happel, Dominic ; Köber, Adrian ; Christmann, Andreas ; Koeppl, Heinz ; Kolmar, Harald (2018):
A tightly regulated and adjustable CRISPR-dCas9 based AND gate in yeast.
In: Nucleic Acids Research, 47 (1), pp. 509-520. Oxford Academic, ISSN 0305-1048,
DOI: 10.1093/nar/gky1191,
[Article]

Prangemeier, Tim ; Wildner, C. ; Hanst, M. ; Koeppl, Heinz (2018):
Maximizing information gain for the characterization of biomolecular circuits.
5th ACM International Conference on Nanoscale Computing and Communication (NANOCOM'18), Reykjavik, Iceland, 05.-07.09.2018, DOI: 10.1145/3233188.3233217,
[Conference or Workshop Item]

Alt, Bastian ; Messer, Michael ; Roeper, Jochen ; Schneider, Gaby ; Koeppl, Heinz (2018):
Non-Parametric Bayesian Inference for Change Point Detection in Neural Spike Trains.
IEEE, 2018 IEEE Statistical Signal Processing Workshop (SSP 2018), Freiburg im Breisgau, Germany, 10.-13.06., ISBN 978-1-5386-1571-3,
DOI: 10.1109/SSP.2018.8450787,
[Conference or Workshop Item]

KhudaBukhsh, Wasiur R. ; Alt, Bastian ; Kar, Sounak ; Rizk, Amr ; Koeppl, Heinz (2018):
Collaborative Uploading in Heterogeneous Networks: Optimal and Adaptive Strategies.
INFOCOM 2018 - IEEE Conference on Computer Communications, Honolulu, USA, 16.-19.04., DOI: 10.1109/INFOCOM.2018.8486310,
[Conference or Workshop Item]

Mousavi, Mahdi ; Shatri, Hussein al- ; KhudaBukhsh, W. R. ; Koeppl, Heinz ; Klein, Anja (2017):
Cross-Layer QoE-based Incentive Mechanism for Video Streaming in Multi-Hop Wireless Networks.
IEEE 86th Vehicular Technology Conference (VTC), Toronto, Canada, 24.-27.09.2017, DOI: 10.1109/VTCFall.2017.8288177,
[Conference or Workshop Item]

KhudaBukhsh, Wasiur R. ; Rückert, Julius ; Wulfheide, Julian ; Hausheer, David ; Koeppl, Heinz (2017):
SCHEDMIX: Heterogeneous Strategy Assignment in Swarming-based Live Streaming.
In: IFIP TC6 Open Transactions on Communication Systems (OTCS) (under review), [Article]

Richerzhagen, Björn ; Wulfheide, Julian ; Koeppl, Heinz ; Mauthe, Andreas ; Nahrstedt, Klara ; Steinmetz, Ralf (2016):
Enabling Crowdsourced Live Event Coverage with Adaptive Collaborative Upload Strategies.
pp. 1-3, IEEE Int. Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM), [Conference or Workshop Item]

KhudaBukhsh, Wasiur R. ; Rückert, Julius ; Wulfheide, Julian ; Hausheer, David ; Koeppl, Heinz (2016):
Analysing and Leveraging Client Heterogeneity in Swarming-based Live Streaming.
IFIP Networking, [Conference or Workshop Item]

KhudaBukhsh, Wasiur R. ; Rückert, Julius ; Wulfheide, Julian ; Hausheer, David ; Koeppl, Heinz (2015):
A Comprehensive Analysis of Swarming-based Live Streaming to Leverage Client Heterogeneity.
Darmstadt, Germany, [Book]

KhudaBukhsh, Wasiur R. ; Rückert, Julius ; Wulfheide, Julian ; Hausheer, David ; Koeppl, Heinz (2015):
A Comprehensive Analysis of Swarming-based Live Streaming to Leverage Client Heterogeneity.
Darmstadt, Germany, [Report]

This list was generated on Tue Dec 6 02:04:20 2022 CET.