Bastian Alt

Bastian Alt

PhD student

Rundeturmstraße 12
64283 Darmstadt

Office: S3/19 1.8

+49 6151 16-57 246
+49 6151 16-57 241


Bastian Alt received his B.Sc. and M.Sc. degrees in Electrical Engineering and Information Technology from Technische Universität Darmstadt in November 2013 and December 2016, respectively. His master thesis was entitled “Robust and Sparse Regression for Linear Inverse Problems”. He joined the Bioinspired Communication Systems Lab in January 2017.

He is part of the Collaborative Research Centre (CRC) 1053 “MAKI– Multi-Mechanisms Adaptation for the Future Internet” in the sub-project B4. He is interested in the modelling of networking systems, in order to infer and predict system behaviour to do control.

His research interest includes many areas of machine learning such as probabilistic inference of Markov chains, Continuous Time Bayesian Networks (CTBN), Bayesian non-parametrics, Planning/Reinforcement learning using model based approaches, i.e. Markov Decision Processes (MDP).

These techniques are used to do learning in communication systems, e.g. in queuing networks.

Possible Student Projects you can find here.

Publications

Alt, Bastian ; Messer, Michael ; Roeper, Jochen ; Schneider, Gaby ; Koeppl, Heinz :
Non-Parametric Bayesian Inference for Change Point Detection in Neural Spike Trains.
In: 2018 IEEE Statistical Signal Processing Workshop (SSP) (SSP 2018), Freiburg im Breisgau, Germany. Freiburg im Breisgau, Germany
[Conference or workshop item] , (2018)

KhudaBukhsh, Wasiur R. ; Alt, Bastian ; Kar, Sounak ; Rizk, Amr ; Koeppl, Heinz :
Collaborative Uploading in Heterogeneous Networks: Optimal and Adaptive Strategies.
In: IEEE International Conference on Computer Communications (INFOCOM). IEEE
[Conference or workshop item] , (2018)

Machkour, J. ; Muma, M. ; Alt, B. ; Zoubir, A. M. :
A New Sparse and Robust Adaptive Lasso Estimator for the Independent Contamination Model.
[Online-Edition: https://arxiv.org/abs/1705.02162]
In: IEEE Transactions on Signal Processing (submitted) ISSN 1053-587X
[Article] , (2017) (Eingereicht)

Machkour, J. ; Alt, B. ; Muma, M. ; Zoubir, A. M. :
The Outlier-Corrected-Data-Adaptive Lasso: A New Robust Estimator for the Independent Contamination Model.
[Online-Edition: http://ieeexplore.ieee.org/document/8081489/]
European Signal Processing Conference 2017 (EUSIPCO 2017)
[Conference or workshop item] , (2017)

Röfer, T. ; Laue, T. ; Weber, M. ; Burkhard, H.-D. ; Jüngel, M. ; Göhring, D. ; Hoffmann, J. ; Altmeyer, B. ; Krause, T. ; Spranger, M. ; von Stryk, Oskar ; Brunn, R. ; Dassler, M. ; Kunz, M. ; Oberlies, T. ; Risler, Max ; Schwiegelshohn, U. ; Hebbel, M. ; Nistico, W. ; Czarnetzki, S. ; Kerkhof, T. :
GermanTeam 2005.

[Report] , (2005)

Röfer, T. ; Laue, T. ; Burkhard, H.-D. ; Hoffmann, J. ; Jüngel, M. ; Göhring, D. ; Lötzsch, M. ; Düffert, U. ; Spranger, M. ; Altmeyer, B. ; Goetzke, V. ; von Stryk, Oskar ; Brunn, R. ; Dassler, M. ; Kunz, M. ; Risler, Max ; Stelzer, M. ; Thomas, D. ; Uhrig, S. ; Schwiegelshohn, U. ; Dahm, I. ; Hebbel, M. ; Nistico, W. ; Schumann, C. ; Wachter, W. :
GermanTeam 2004, Technical Report of the RocoCup-Team in the Sony Legged Robot League.

[Report] , (2004)

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