Dustin Lange

According to our database, Dustin Lange authored at least 18 papers between 2010 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Automated Data Validation in Machine Learning Systems.

Felix Biessmann, Jacek Golebiowski, Tammo Rukat, Dustin Lange, Philipp Schmidt

IEEE Data Eng. Bull., 2021

2019

DataWig: Missing Value Imputation for Tables.

Felix Bießmann, Tammo Rukat, Philipp Schmidt, Prathik Naidu, Sebastian Schelter, Andrey Taptunov, Dustin Lange, David Salinas

J. Mach. Learn. Res., 2019

Unit Testing Data with Deequ.

Sebastian Schelter, Felix Bießmann, Dustin Lange, Tammo Rukat, Philipp Schmidt, Stephan Seufert, Pierre Brunelle, Andrey Taptunov

Proceedings of the 2019 International Conference on Management of Data, 2019

Differential Data Quality Verification on Partitioned Data.

Sebastian Schelter, Stefan Grafberger, Philipp Schmidt, Tammo Rukat, Mario Kießling, Andrey Taptunov, Felix Bießmann, Dustin Lange

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

2018

Automating Large-Scale Data Quality Verification.

Sebastian Schelter, Dustin Lange, Philipp Schmidt, Meltem Celikel, Felix Bießmann, Andreas Grafberger

Proc. VLDB Endow., 2018

"Deep" Learning for Missing Value Imputationin Tables with Non-Numerical Data.

Felix Bießmann, David Salinas, Sebastian Schelter, Philipp Schmidt, Dustin Lange

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017

Probabilistic Demand Forecasting at Scale.

Joos-Hendrik Boese, Valentin Flunkert, Jan Gasthaus, Tim Januschowski, Dustin Lange, David Salinas, Sebastian Schelter, Matthias W. Seeger, Bernie Wang

Proc. VLDB Endow., 2017

An interpretable latent variable model for attribute applicability in the Amazon catalogue.

Tammo Rukat, Dustin Lange, Cédric Archambeau

CoRR, 2017

2014

Reach for gold: An annealing standard to evaluate duplicate detection results.

Tobias Vogel, Arvid Heise, Uwe Draisbach, Dustin Lange, Felix Naumann

ACM J. Data Inf. Qual., 2014

2013

Effective and efficient similarity search in databases.

Dustin Lange

PhD thesis, 2013

Cross-lingual entity matching and infobox alignment in Wikipedia.

Daniel Rinser, Dustin Lange, Felix Naumann

Inf. Syst., 2013

Cost-aware query planning for similarity search.

Dustin Lange, Felix Naumann

Inf. Syst., 2013

Bulk sorted access for efficient top-k retrieval.

Dustin Lange, Felix Naumann

Proceedings of the Conference on Scientific and Statistical Database Management, 2013

2012

Efficient Similarity Search in Very Large String Sets.

Dandy Fenz, Dustin Lange, Astrid Rheinländer, Felix Naumann, Ulf Leser

Proceedings of the Scientific and Statistical Database Management, 2012

2011

Projektseminar "Similarity Search Algorithms".

Dustin Lange, Tobias Vogel, Uwe Draisbach, Felix Naumann

Datenbank-Spektrum, 2011

Efficient similarity search: arbitrary similarity measures, arbitrary composition.

Dustin Lange, Felix Naumann

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Frequency-aware similarity measures: why Arnold Schwarzenegger is always a duplicate.

Dustin Lange, Felix Naumann

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010

Extracting structured information from Wikipedia articles to populate infoboxes.

Dustin Lange, Christoph Böhm, Felix Naumann

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010