Dustin Lange

Publication Activity (10 Years)

Years Active: 2010-2021
Publications (10 Years): 8

Top Venues

Proc. VLDB Endow.

SSDBM

Inf. Syst.

CoRR

University of Potsdam (PHD)

Education History

University of Potsdam

PHD

Publications

Felix Biessmann, Jacek Golebiowski, Tammo Rukat, Dustin Lange, Philipp Schmidt
Automated Data Validation in Machine Learning Systems. IEEE Data Eng. Bull. 44 (1) (2021)
Sebastian Schelter, Stefan Grafberger, Philipp Schmidt, Tammo Rukat, Mario Kießling, Andrey Taptunov, Felix Bießmann, Dustin Lange
Differential Data Quality Verification on Partitioned Data. ICDE (2019)
Sebastian Schelter, Felix Bießmann, Dustin Lange, Tammo Rukat, Philipp Schmidt, Stephan Seufert, Pierre Brunelle, Andrey Taptunov
Unit Testing Data with Deequ. SIGMOD Conference (2019)
Felix Bießmann, Tammo Rukat, Philipp Schmidt, Prathik Naidu, Sebastian Schelter, Andrey Taptunov, Dustin Lange, David Salinas
DataWig: Missing Value Imputation for Tables. J. Mach. Learn. Res. 20 (2019)
Sebastian Schelter, Dustin Lange, Philipp Schmidt, Meltem Celikel, Felix Bießmann, Andreas Grafberger
Automating Large-Scale Data Quality Verification. Proc. VLDB Endow. 11 (12) (2018)
Felix Bießmann, David Salinas, Sebastian Schelter, Philipp Schmidt, Dustin Lange
"Deep" Learning for Missing Value Imputationin Tables with Non-Numerical Data. CIKM (2018)
Tammo Rukat, Dustin Lange, Cédric Archambeau
An interpretable latent variable model for attribute applicability in the Amazon catalogue. CoRR (2017)
Joos-Hendrik Boese, Valentin Flunkert, Jan Gasthaus, Tim Januschowski, Dustin Lange, David Salinas, Sebastian Schelter, Matthias W. Seeger, Bernie Wang
Probabilistic Demand Forecasting at Scale. Proc. VLDB Endow. 10 (12) (2017)
Tobias Vogel, Arvid Heise, Uwe Draisbach, Dustin Lange, Felix Naumann
Reach for gold: An annealing standard to evaluate duplicate detection results. ACM J. Data Inf. Qual. 5 (1-2) (2014)
Dustin Lange, Felix Naumann
Cost-aware query planning for similarity search. Inf. Syst. 38 (4) (2013)
Dustin Lange, Felix Naumann
Bulk sorted access for efficient top-k retrieval. SSDBM (2013)
Daniel Rinser, Dustin Lange, Felix Naumann
Cross-lingual entity matching and infobox alignment in Wikipedia. Inf. Syst. 38 (6) (2013)
Dandy Fenz, Dustin Lange, Astrid Rheinländer, Felix Naumann, Ulf Leser
Efficient Similarity Search in Very Large String Sets. SSDBM (2012)
Dustin Lange, Tobias Vogel, Uwe Draisbach, Felix Naumann
Projektseminar "Similarity Search Algorithms". Datenbank-Spektrum 11 (1) (2011)
Dustin Lange, Felix Naumann
Efficient similarity search: arbitrary similarity measures, arbitrary composition. CIKM (2011)
Dustin Lange, Felix Naumann
Frequency-aware similarity measures: why Arnold Schwarzenegger is always a duplicate. CIKM (2011)
Dustin Lange, Christoph Böhm, Felix Naumann
Extracting structured information from Wikipedia articles to populate infoboxes. CIKM (2010)

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Publication Activity (10 Years)

Top Topics

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Dustin Lange