A

Alt, Bastian (2022)
Model-Based Bayesian Inference, Learning, and Decision-Making with Applications in Communication Systems.
Technische Universität
doi: 10.26083/tuprints-00020515
Ph.D. Thesis, Primary publication, Publisher's Version

Alt, Bastian ; Schultheis, Matthias ; Koeppl, Heinz (2023)
POMDPs in Continuous Time and Discrete Spaces.
34th Conference on Neural Information Processing Systems. virtual (06.-12.12.2020)
doi: 10.26083/tuprints-00023309
Conference or Workshop Item, Secondary publication, Publisher's Version

Altintan, Derya ; Koeppl, Heinz (2021)
Hybrid master equation for jump-diffusion approximation of biomolecular reaction networks.
In: BIT Numerical Mathematics, 2020, 60 (2)
doi: 10.26083/tuprints-00017586
Article, Secondary publication, Postprint

B

Bronstein, Leo (2020)
Approximation and Model Reduction for the Stochastic Kinetics of Reaction Networks.
Technische Universität
doi: 10.25534/tuprints-00013433
Ph.D. Thesis, Primary publication

C

Cui, Kai ; Koeppl, Heinz (2022)
Approximately Solving Mean Field Games via Entropy-Regularized Deep Reinforcement Learning.
24th International Conference on Artificial Intelligence and Statistics (AISTATS) 2021. Virtual (13.-15.04.2021)
doi: 10.26083/tuprints-00021511
Conference or Workshop Item, Secondary publication, Publisher's Version

E

Engelmann, Nicolai ; Linzner, Dominik ; Koeppl, Heinz (2022)
Continuous Time Bayesian Networks with Clocks.
37th International Conference on Machine Learning. Online (12.-18.07.2020)
doi: 10.26083/tuprints-00021516
Conference or Workshop Item, Secondary publication, Publisher's Version

K

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.
In: Performance Evaluation, 144
doi: 10.26083/tuprints-00021522
Article, Secondary publication, Postprint

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

Khuda Bukhsh, Wasiur Rahman (2018)
Model reductions for queueing and agent-based systems with applications in communication networks.
Technische Universität
Ph.D. Thesis, Primary publication

Kruk, Nikita (2020)
Collective Dynamics of Large Scale Multiagent Systems with Nonlocal Interactions.
Technische Universität
doi: 10.25534/tuprints-00017368
Ph.D. Thesis, Primary publication, Publisher's Version

Kruk, Nikita ; Carrillo, José A. ; Koeppl, Heinz (2022)
Traveling bands, clouds, and vortices of chiral active matter.
In: Physical Review E, 102 (2)
doi: 10.26083/tuprints-00021567
Article, Secondary publication, Publisher's Version

Kruk, Nikita ; Maistrenko, Yuriy ; Koeppl, Heinz (2022)
Solitary states in the mean-field limit.
In: Chaos: An Interdisciplinary Journal of Nonlinear Science, 30 (11)
doi: 10.26083/tuprints-00021568
Article, Secondary publication, Publisher's Version

Kumar, Sunil ; Lun, Xiao-Kang ; Bodenmiller, Bernd ; Rodríguez Martínez, María ; Koeppl, Heinz (2022)
Stabilized Reconstruction of Signaling Networks from Single-Cell Cue-Response Data.
In: Scientific Reports, (1)
doi: 10.26083/tuprints-00021513
Article, Secondary publication, Publisher's Version

L

Lehr, François-Xavier (2021)
Engineering and testing RNA-circuits in cell-free systems.
Technische Universität
doi: 10.26083/tuprints-00015408
Ph.D. Thesis, Primary publication, Publisher's Version

Linzner, Dominik (2021)
Scalable Inference in Graph-coupled Continuous-time Markov Chains.
Technische Universität
doi: 10.12921/tuprints-00017403
Ph.D. Thesis, Primary publication, Publisher's Version

Linzner, Dominik ; Koeppl, Heinz (2023)
Active Learning of Continuous-time Bayesian Networks through Interventions.
Thirty-eighth International Conference on Machine Learning. Virtual (18.-24.07.2021)
doi: 10.26083/tuprints-00023308
Conference or Workshop Item, Secondary publication, Publisher's Version

P

Prangemeier, Tim ; Reich, Christoph ; Koeppl, Heinz (2022)
Attention-Based Transformers for Instance Segmentation of Cells in Microstructures.
IEEE International Conference on Bioinformatics and Biomedicine (IEEE BIBM 2020). virtual Conference (16.-19.12.2020)
doi: 10.26083/tuprints-00021666
Conference or Workshop Item, Secondary publication, Postprint

Prangemeier, Tim ; Wildner, Christian ; Françani, André O. ; Reich, Christoph ; Koeppl, Heinz (2022)
Multiclass Yeast Segmentation in Microstructured Environments with Deep Learning.
IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (IEEE CIBCB). Online (27.-29.10.2020)
doi: 10.26083/tuprints-00021524
Conference or Workshop Item, Secondary publication, Postprint

S

Sinzger, Mark ; Gehri, Maximilian ; Koeppl, Heinz (2022)
Poisson channel with binary Markov input and average sojourn time constraint.
ISIT'20 - International Symposium on Information Theory. Online (21.-26.06.2020)
doi: 10.26083/tuprints-00021525
Conference or Workshop Item, Secondary publication, Postprint

V

Velumani, Sakthivel (2019)
Design and Implementation of Improved Decoding Algorithms for LDPC Convolutional Codes.
Technische Universität
Master Thesis, Primary publication

W

Wildner, Christian ; Koeppl, Heinz (2022)
Moment-Based Variational Inference for Stochastic Differential Equations.
24th International Conference on Artificial Intelligence and Statistics (AISTATS) 2021. Virtual (13.-15.04.2021)
doi: 10.26083/tuprints-00021512
Conference or Workshop Item, Secondary publication, Publisher's Version

Y

Yang, Sikun (2020)
Non-parametric Bayesian Latent Factor Models for Network Reconstruction.
Technische Universität
doi: 10.25534/tuprints-00009695
Ph.D. Thesis, Primary publication

Yang, Sikun ; Koeppl, Heinz (2022)
The Hawkes Edge Partition Model for Continuous-time Event-based Temporal Networks.
Conference on Uncertainty in Artificial Intelligence (UAI). Online (03.-06.08.2020)
doi: 10.26083/tuprints-00021515
Conference or Workshop Item, Secondary publication, Publisher's Version