Florian Dumpert

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 10

Top Topics

Artificial Intelligence

Support Vector Machine

Machine Learning

Top Venues

AStA Wirtschafts und Sozialstatistisches Arch.

Adv. Data Anal. Classif.

Publications

Younes Saidani, Florian Dumpert, Christian Borgs, Alexander Brand, Andreas Nickl, Alexandra Rittmann, Johannes Rohde, Christian Salwiczek, Nina Storfinger, Selina Straub
Qualitätsdimensionen maschinellen Lernens in der amtlichen Statistik. AStA Wirtschafts und Sozialstatistisches Arch. 17 (3) (2023)
Florian Dumpert, Martin Beck
Verbesserung der Datengrundlage der Mindestlohnforschung mittels maschineller Lernverfahren. AStA Wirtschafts und Sozialstatistisches Arch. 17 (1) (2023)
Florian Dumpert, Sebastian Wichert, Thomas Augustin, Nina Storfinger
Editorial issue 3 + 4, 2023. AStA Wirtschafts und Sozialstatistisches Arch. 17 (3) (2023)
Sarah Friedrich, Gerd Antes, Sigrid Behr, Harald Binder, Werner Brannath, Florian Dumpert, Katja Ickstadt, Hans A. Kestler, Johannes Lederer, Heinz Leitgöb, Markus Pauly, Ansgar Steland, Adalbert F. X. Wilhelm, Tim Friede
Is there a role for statistics in artificial intelligence? Adv. Data Anal. Classif. 16 (4) (2022)
Sarah Friedrich, Gerd Antes, Sigrid Behr, Harald Binder, Werner Brannath, Florian Dumpert, Katja Ickstadt, Hans A. Kestler, Johannes Lederer, Heinz Leitgöb, Markus Pauly, Ansgar Steland, Adalbert F. X. Wilhelm, Tim Friede
Is there a role for statistics in artificial intelligence? CoRR (2020)
Florian Dumpert
Quantitative Robustness of Localized Support Vector Machines. CoRR (2019)
Florian Dumpert, Andreas Christmann
Universal consistency and robustness of localized support vector machines. Neurocomputing 315 (2018)
Martin Beck, Florian Dumpert, Jörg Feuerhake
Machine Learning in Official Statistics. CoRR (2018)
Florian Dumpert, Martin Beck
Einsatz von Machine-Learning-Verfahren in amtlichen Unternehmensstatistiken. AStA Wirtschafts und Sozialstatistisches Arch. 11 (2) (2017)
Andreas Christmann, Florian Dumpert, Dao-Hong Xiang
A short note on extension theorems and their connection to universal consistency in machine learning. CoRR (2016)