Tammo Rukat

Applied Scientist, Amazon

Joined

January 2020

Names

Tammo Rukat (Preferred)

Emails

****@stats.ox.ac.uk (Confirmed)

****@gmail.com (Confirmed)

****@amazon.com (Confirmed)

****@deekard.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Applied Scientist

Amazon (amazon.com)

2018 – Present

PhD student

University of Oxford (ox.ac.uk)

2014 – 2018

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Variational boosted soft trees
Tristan Cinquin, Tammo Rukat, Philipp Schmidt, Martin Wistuba, Artur Bekasov
- 15 Mar 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Variational Boosted Soft Trees
Tristan Cinquin, Tammo Rukat, Philipp Schmidt, Martin Wistuba, Artur Bekasov
- Published: 01 Jan 2023, Last Modified: 27 Apr 2023
- CoRR 2023
- Readers: Everyone
Automated Data Validation in Machine Learning Systems
Felix Biessmann, Jacek Golebiowski, Tammo Rukat, Dustin Lange, Philipp Schmidt
- 2021 (modified: 17 Apr 2023)
- IEEE Data Eng. Bull. 2021
- Readers: Everyone
JENGA - A Framework to Study the Impact of Data Errors on the Predictions of Machine Learning Models
Sebastian Schelter, Tammo Rukat, Felix Biessmann
- Published: 01 Jan 2021, Last Modified: 27 Apr 2023
- EDBT 2021
- Readers: Everyone
Learning to Validate the Predictions of Black Box Classifiers on Unseen Data
Sebastian Schelter, Tammo Rukat, Felix Bießmann
- Published: 01 Jan 2020, Last Modified: 27 Apr 2023
- SIGMOD Conference 2020
- Readers: Everyone
Differential Data Quality Verification on Partitioned Data
Sebastian Schelter, Stefan Grafberger, Philipp Schmidt, Tammo Rukat, Mario Kießling, Andrey Taptunov, Felix Bießmann, Dustin Lange
- 2019 (modified: 25 May 2023)
- ICDE 2019
- Readers: Everyone
Learning to Validate the Predictions of Black Box Machine Learning Models on Unseen Data
Sergey Redyuk, Sebastian Schelter, Tammo Rukat, Volker Markl, Felix Bießmann
- 2019 (modified: 25 May 2023)
- HILDA@SIGMOD 2019
- Readers: Everyone
Unit Testing Data with Deequ
Sebastian Schelter, Felix Bießmann, Dustin Lange, Tammo Rukat, Philipp Schmidt, Stephan Seufert, Pierre Brunelle, Andrey Taptunov
- 2019 (modified: 25 May 2023)
- SIGMOD Conference 2019
- Readers: Everyone
DataWig: Missing Value Imputation for Tables
Felix Bießmann, Tammo Rukat, Philipp Schmidt, Prathik Naidu, Sebastian Schelter, Andrey Taptunov, Dustin Lange, David Salinas
- 2019 (modified: 25 May 2023)
- J. Mach. Learn. Res. 2019
- Readers: Everyone
Bayesian Nonparametric Boolean Factor Models
Tammo Rukat, Christopher Yau
- Published: 01 Jan 2019, Last Modified: 27 Apr 2023
- CoRR 2019
- Readers: Everyone

View all 17 publications

Co-Authors

View all 35 co-authors