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Books and Theses
- 2022
[b1]Bastian Alt:
Model-Based Bayesian Inference, Learning, and Decision-Making with Applications in Communication Systems. Technical University of Darmstadt, Germany, 2022
Journal Articles
- 2023
- [j6]Anam Tahir
, Bastian Alt, Amr Rizk, Heinz Koeppl:
Load Balancing in Compute Clusters With Delayed Feedback. IEEE Trans. Computers 72(6): 1610-1622 (2023) - 2020
- [j5]Sounak Kar, Robin Rehrmann, Arpan Mukhopadhyay, Bastian Alt, Florin Ciucu, Heinz Koeppl, Carsten Binnig, Amr Rizk:
On the Throughput Optimization in Large-scale Batch-processing Systems. Perform. Evaluation 144: 102142 (2020) - [j4]Sounak Kar, Robin Rehrmann, Arpan Mukhopadhyay, Bastian Alt, Florin Ciucu, Heinz Koeppl, Carsten Binnig, Amr Rizk:
On the Throughput Optimization in Large-Scale Batch-Processing Systems. SIGMETRICS Perform. Evaluation Rev. 48(3): 128-129 (2020) - [j3]Jasin Machkour, Michael Muma, Bastian Alt, Abdelhak M. Zoubir:
A robust adaptive Lasso estimator for the independent contamination model. Signal Process. 174: 107608 (2020) - [j2]Wasiur R. KhudaBukhsh, Sounak Kar, Bastian Alt, Amr Rizk, Heinz Koeppl:
Generalized Cost-Based Job Scheduling in Very Large Heterogeneous Cluster Systems. IEEE Trans. Parallel Distributed Syst. 31(11): 2594-2604 (2020) - 2019
- [j1]Bastian Alt, Markus Weckesser, Christian Becker, Matthias Hollick, Sounak Kar, Anja Klein, Robin Klose, Roland Kluge, Heinz Koeppl, Boris Koldehofe, Wasiur R. KhudaBukhsh, Manisha Luthra, Mahdi Mousavi, Max Mühlhäuser, Martin Pfannemüller, Amr Rizk, Andy Schürr, Ralf Steinmetz:
Transitions: A Protocol-Independent View of the Future Internet. Proc. IEEE 107(4): 835-846 (2019)
Conference and Workshop Papers
- 2024
- [c10]Yannick Eich, Bastian Alt, Heinz Koeppl:
Approximate Control for Continuous-Time POMDPs. AISTATS 2024: 3160-3168 - [c9]Anam Tahir, Kai Cui, Bastian Alt, Amr Rizk, Heinz Koeppl:
Collaborative Optimization of the Age of Information Under Partial Observability. IFIP Networking 2024: 555-561 - 2022
- [c8]Lukas Köhs, Bastian Alt, Heinz Koeppl:
Markov Chain Monte Carlo for Continuous-Time Switching Dynamical Systems. ICML 2022: 11430-11454 - 2021
- [c7]Lukas Köhs, Bastian Alt, Heinz Koeppl:
Variational Inference for Continuous-Time Switching Dynamical Systems. NeurIPS 2021: 20545-20557 - 2020
- [c6]Bastian Alt, Matthias Schultheis, Heinz Koeppl:
POMDPs in Continuous Time and Discrete Spaces. NeurIPS 2020 - 2019
- [c5]Bastian Alt, Trevor Ballard, Ralf Steinmetz, Heinz Koeppl, Amr Rizk:
CBA: Contextual Quality Adaptation for Adaptive Bitrate Video Streaming. INFOCOM 2019: 1000-1008 - [c4]Bastian Alt, Adrian Sosic, Heinz Koeppl:
Correlation Priors for Reinforcement Learning. NeurIPS 2019: 14155-14165 - 2018
- [c3]Wasiur R. KhudaBukhsh, Bastian Alt, Sounak Kar, Amr Rizk, Heinz Koeppl:
Collaborative Uploading in Heterogeneous Networks: Optimal and Adaptive Strategies. INFOCOM 2018: 1-9 - [c2]Bastian Alt, Michael Messer, Jochen Roeper, Gaby Schneider, Heinz Koeppl:
Non-Parametric Bayesian Inference for Change Point Detection in Neural Spike Trains. SSP 2018: 258-262 - 2017
- [c1]Jasin Machkour, Bastian Alt, Michael Muma, Abdelhak M. Zoubir:
The outlier-corrected-data-adaptive Lasso: A new robust estimator for the independent contamination model. EUSIPCO 2017: 1649-1653
Informal and Other Publications
- 2024
- [i12]Yannick Eich, Bastian Alt, Heinz Koeppl:
Approximate Control for Continuous-Time POMDPs. CoRR abs/2402.01431 (2024) - 2023
- [i11]Bastian Alt, Heinz Koeppl:
Entropic Matching for Expectation Propagation of Markov Jump Processes. CoRR abs/2309.15604 (2023) - [i10]Anam Tahir, Kai Cui, Bastian Alt, Amr Rizk, Heinz Koeppl:
Collaborative Optimization of the Age of Information under Partial Observability. CoRR abs/2312.12977 (2023) - 2022
- [i9]Sounak Kar, Bastian Alt, Heinz Koeppl, Amr Rizk:
PAQMAN: A Principled Approach to Active Queue Management. CoRR abs/2202.10352 (2022) - [i8]Lukas Köhs, Bastian Alt, Heinz Koeppl:
Markov Chain Monte Carlo for Continuous-Time Switching Dynamical Systems. CoRR abs/2205.08803 (2022) - 2021
- [i7]Anam Tahir, Bastian Alt, Amr Rizk, Heinz Koeppl:
Scheduling in Parallel Finite Buffer Systems: Optimal Decisions under Delayed Feedback. CoRR abs/2109.08548 (2021) - [i6]Lukas Köhs, Bastian Alt, Heinz Koeppl:
Variational Inference for Continuous-Time Switching Dynamical Systems. CoRR abs/2109.14492 (2021) - 2020
- [i5]Sounak Kar, Robin Rehrmann, Arpan Mukhopadhyay, Bastian Alt, Florin Ciucu, Heinz Koeppl, Carsten Binnig, Amr Rizk:
On the Throughput Optimization in Large-Scale Batch-Processing Systems. CoRR abs/2009.09433 (2020) - [i4]Bastian Alt, Matthias Schultheis, Heinz Koeppl:
POMDPs in Continuous Time and Discrete Spaces. CoRR abs/2010.01014 (2020) - 2019
- [i3]Bastian Alt, Trevor Ballard, Ralf Steinmetz, Heinz Koeppl, Amr Rizk:
CBA: Contextual Quality Adaptation for Adaptive Bitrate Video Streaming (Extended Version). CoRR abs/1901.05712 (2019) - [i2]Bastian Alt, Adrian Sosic, Heinz Koeppl:
Correlation Priors for Reinforcement Learning. CoRR abs/1909.05106 (2019) - 2017
- [i1]Wasiur R. KhudaBukhsh, Bastian Alt, Sounak Kar, Amr Rizk, Heinz Koeppl:
Collaborative Uploading in Heterogeneous Networks: Optimal and Adaptive Strategies. CoRR abs/1712.04175 (2017)
Coauthor Index
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