Till Döhmen

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 13

Top Topics

Conditional Independence Tests

Relational Data

High Dimensional Datasets

Machine Learning Models

Top Venues

Proc. ACM Manag. Data

Publications

R. J. Atwal, Peter A. Boncz, Ryan Boyd, Antony Courtney, Till Döhmen, Florian Gerlinghoff, Jeff Huang, Joseph Hwang, Raphael Hyde, Elena Felder, Jacob Lacouture, Yves Le Maout, Boaz Leskes, Yao Liu, Alex Monahan, Dan Perkins, Tino Tereshko, Jordan Tigani, Nick Ursa, Stephanie Wang, Yannick Welsch
MotherDuck: DuckDB in the cloud and in the client. CIDR (2024)
Till Döhmen, Radu Geacu, Madelon Hulsebos, Sebastian Schelter
SchemaPile: A Large Collection of Relational Database Schemas. Proc. ACM Manag. Data 2 (3) (2024)
Xue Li, Till Döhmen
Towards Efficient Data Wrangling with LLMs using Code Generation. DEEM@SIGMOD (2024)
Md. Rezaul Karim, Md Shajalal, Alexander Graß, Till Döhmen, Sisay Adugna Chala, Alexander Boden, Christian Beecks, Stefan Decker
Interpreting Black-box Machine Learning Models for High Dimensional Datasets. DSAA (2023)
Md. Rezaul Karim, Md Shajalal, Alexander Graß, Till Döhmen, Sisay Adugna Chala, Christian Beecks, Stefan Decker
Interpreting Black-box Machine Learning Models for High Dimensional Datasets. CoRR (2022)
Till Döhmen, Madelon Hulsebos, Christian Beecks, Sebastian Schelter
GitSchemas: A Dataset for Automating Relational Data Preparation Tasks. ICDE Workshops (2022)
Alexander Graß, Till Döhmen, Christian Beecks
Sample-based Kernel Structure Learning with Deep Neural Networks for Automated Structure Discovery. ICDE Workshops (2022)
Md. Rezaul Karim, Jiao Jiao, Till Döhmen, Michael Cochez, Oya Beyan, Dietrich Rebholz-Schuhmann, Stefan Decker
DeepKneeExplainer: Explainable Knee Osteoarthritis Diagnosis From Radiographs and Magnetic Resonance Imaging. IEEE Access 9 (2021)
Md. Rezaul Karim, Till Döhmen, Michael Cochez, Oya Beyan, Dietrich Rebholz-Schuhmann, Stefan Decker
DeepCOVIDExplainer: Explainable COVID-19 Diagnosis from Chest X-ray Images. BIBM (2020)
Md. Rezaul Karim, Till Döhmen, Dietrich Rebholz-Schuhmann, Stefan Decker, Michael Cochez, Oya Beyan
DeepCOVIDExplainer: Explainable COVID-19 Predictions Based on Chest X-ray Images. CoRR (2020)
Till Döhmen, Hannes Mühleisen, Peter A. Boncz
Multi-Hypothesis CSV Parsing. SSDBM (2017)
Till Döhmen, Magiel Bruntink, Davide Ceolin, Joost Visser
Towards a Benchmark for the Maintainability Evolution of Industrial Software Systems. IWSM-Mensura (2016)
Davide Ceolin, Till Döhmen, Joost Visser
Refining Software Quality Prediction with LOD. URSW@ISWC (2015)