Kontakt
Institut für Statistik
Ludwigstr. 33
80539 München
Ludwigstr. 33
80539 München
Raum:
L 142
Telefon:
+49 89 2180 3925
E-Mail:
rodemann@stat.uni-muenchen.de
Website:
Google Scholar
Website:
Github
Website:
ResearchGate
Sprechstunde:
Nach Vereinbarung
Fachstudienberatung Bachelor (Hauptfach) Statistik und Data Science (PO 2021/2010)
Bitte vereinbaren Sie einen Termin per Mail oder stellen Ihre Fragen direkt: rodemann@stat.uni-muenchen.de
Teaching
- Statistics for Geosciences (Übung, WS 21/22)
- Wahrscheinlichkeitstheorie und Inferenz I (Übung, WS 21/22)
- Wirtschafts- und Sozialstatistik (Vorlesung/Übung, WS 21/22)
- Statistik IV im Nebenfach (Vorlesung/Übung, SoSe 22)
- Wahrscheinlichkeitstheoretische Grundlagen (Übung, SoSe 22)
Research Interests
- Robust Surrogates in Bayesian Optimization
- Hyperparamter-Tuning
- Superset Learning/Inference
- Weak Supervision
- (Causal Inference)
Publications
- Julian Rodemann, Thomas Augustin (2022): Accounting for Gaussian Process Imprecision in Bayesian Optimization. In: Proceedings of the Ninth International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making (IUKM). Ishikawa, Japan. Lecture Notes on Artificial Intelligence, Springer.
Preprints
- Julian Rodemann, Christoph Jansen, Georg Schollmeyer, Thomas Augustin (2022): In All Likelihoods: How To Reliably Select Pseudo-Labeled Data for Self-Training in Semi-Supervised Learning
Talks
- Julian Rodemann, Thomas Augustin (2022): Towards Prior-Mean-Robust Bayesian Optimization. DAGStat - Sixth Joint Statistical Meeting. Hamburg, Germany. (Abstract)
- Julian Rodemann, Thomas Augustin (2022): A Deep Dive Into BO Sensitivity and PROBO. Young Statistician's Lecture Series (YSLS). IBS Early Career Working Group, Germany.
- Julian Rodemann, Dominik Kreiss, Thomas Augustin, Eyke Hüllermeier (2022): Work In Progress: Levelwise Data Disambiguation by Cautious Superset Classification. Annual Summer Retreat, Department of Statistics.
Research
Downloads
- rodemann-abstract-yss-dagstat (114 KByte)
- rodemann-talk-dagstat-2022 (1 MByte)
- summer_retreat_talk_21-1 (1 MByte)
- talk_dagstat_22 (1 MByte)
- talk-summer-retreat-22 (718 KByte)
- talk_ysls_ibs_may_2022 (2 MByte)