The outlier-corrected-data-adaptive Lasso: A new robust estimator for the independent contamination model. - Jasin Machkour; Bastian Alt; Michael Muma; Abdelhak M. Zoubir (EUSIPCO, 2017)

Collaborative Uploading in Heterogeneous Networks: Optimal and Adaptive Strategies. - Wasiur R. KhudaBukhsh; Bastian Alt; Sounak Kar; Amr Rizk; Heinz Koeppl (INFOCOM, 2018)

Non-Parametric Bayesian Inference for Change Point Detection in Neural Spike Trains. - Bastian Alt; Michael Messer; Jochen Roeper; Gaby Schneider; Heinz Koeppl (SSP, 2018)

CBA: Contextual Quality Adaptation for Adaptive Bitrate Video Streaming. - Bastian Alt; Trevor Ballard; Ralf Steinmetz; Heinz Koeppl; Amr Rizk (INFOCOM, 2019)

Correlation Priors for Reinforcement Learning. - Bastian Alt; Adrian Sosic; Heinz Koeppl (NeurIPS, 2019)

CBA: Contextual Quality Adaptation for Adaptive Bitrate Video Streaming (Extended Version). - Bastian Alt; Trevor Ballard; Ralf Steinmetz; Heinz Koeppl; Amr Rizk (CoRR, 2019)

Transitions: A Protocol-Independent View of the Future Internet. - Bastian Alt; Markus Weckesser; Christian Becker 001; Matthias Hollick; Sounak Kar; Anja Klein 002; Robin Klose; Roland Kluge; Heinz Koeppl; Boris Koldehofe; Wasiur R. KhudaBukhsh; Manisha Luthra; et al. (Proc. IEEE, 2019)

POMDPs in Continuous Time and Discrete Spaces. - Bastian Alt; Matthias Schultheis; Heinz Koeppl (NeurIPS, 2020)

On the Throughput Optimization in Large-scale Batch-processing Systems. - Sounak Kar; Robin Rehrmann; Arpan Mukhopadhyay; Bastian Alt; Florin Ciucu; Heinz Koeppl; Carsten Binnig; Amr Rizk (Perform. Evaluation, 2020)

A robust adaptive Lasso estimator for the independent contamination model. - Jasin Machkour; Michael Muma; Bastian Alt; Abdelhak M. Zoubir (Signal Process., 2020)

Generalized Cost-Based Job Scheduling in Very Large Heterogeneous Cluster Systems. - Wasiur R. KhudaBukhsh; Sounak Kar; Bastian Alt; Amr Rizk; Heinz Koeppl (IEEE Trans. Parallel Distributed Syst., 2020)

Variational Inference for Continuous-Time Switching Dynamical Systems. - Lukas Köhs; Bastian Alt; Heinz Koeppl (NeurIPS, 2021)

Scheduling in Parallel Finite Buffer Systems: Optimal Decisions under Delayed Feedback. - Anam Tahir; Bastian Alt; Amr Rizk; Heinz Koeppl (CoRR, 2021)

Markov Chain Monte Carlo for Continuous-Time Switching Dynamical Systems. - Lukas Köhs; Bastian Alt; Heinz Koeppl (ICML, 2022)

PAQMAN: A Principled Approach to Active Queue Management. - Sounak Kar; Bastian Alt; Heinz Koeppl; Amr Rizk (CoRR, 2022)

Model-Based Bayesian Inference, Learning, and Decision-Making with Applications in Communication Systems. - Bastian Alt (2022)

Entropic Matching for Expectation Propagation of Markov Jump Processes. - Bastian Alt; Heinz Koeppl (CoRR, 2023)

Load Balancing in Compute Clusters With Delayed Feedback. - Anam Tahir; Bastian Alt; Amr Rizk; Heinz Koeppl (IEEE Trans. Computers, 2023)

Approximate Control for Continuous-Time POMDPs. - Yannick Eich; Bastian Alt; Heinz Koeppl (AISTATS, 2024)

Collaborative Optimization of the Age of Information Under Partial Observability. - Anam Tahir; Kai Cui 001; Bastian Alt; Amr Rizk; Heinz Koeppl (IFIP Networking, 2024)

Entropic Matching for Expectation Propagation of Markov Jump Processes. - Yannick Eich; Bastian Alt; Heinz Koeppl (AISTATS, 2025)