Andreas Kunft

According to our database, Andreas Kunft authored at least 8 papers between 2015 and 2024.

Collaborative distances:

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

2024

RudolfV: A Foundation Model by Pathologists for Pathologists.

Jonas Dippel, Barbara Feulner, Tobias Winterhoff, Simon Schallenberg, Gabriel Dernbach, Andreas Kunft, Stephan Tietz, Philipp Jurmeister, David Horst, Lukas Ruff, Klaus-Robert Müller, Frederick Klauschen, Maximilian Alber

CoRR, 2024

2019

Optimizing end-to-end machine learning pipelines for model training.

Andreas Kunft

PhD thesis, 2019

An Intermediate Representation for Optimizing Machine Learning Pipelines.

Andreas Kunft, Asterios Katsifodimos, Sebastian Schelter, Sebastian Breß, Tilmann Rabl, Volker Markl

Proc. VLDB Endow., 2019

2018

ScootR: Scaling R Dataframes on Dataflow Systems.

Andreas Kunft, Lukas Stadler, Daniele Bonetta, Cosmin Basca, Jens Meiners, Sebastian Breß, Tilmann Rabl, Juan José Fumero, Volker Markl

Proceedings of the ACM Symposium on Cloud Computing, 2018

2017

BlockJoin: Efficient Matrix Partitioning Through Joins.

Andreas Kunft, Asterios Katsifodimos, Sebastian Schelter, Tilmann Rabl, Volker Markl

Proc. VLDB Endow., 2017

PEEL: A Framework for Benchmarking Distributed Systems and Algorithms.

Christoph Boden, Alexander Alexandrov, Andreas Kunft, Tilmann Rabl, Volker Markl

Proceedings of the Performance Evaluation and Benchmarking for the Analytics Era, 2017

2016

Bridging the gap: towards optimization across linear and relational algebra.

Andreas Kunft, Alexander Alexandrov, Asterios Katsifodimos, Volker Markl

Proceedings of the 3rd ACM SIGMOD Workshop on Algorithms and Systems for MapReduce and Beyond, 2016

2015

Implicit Parallelism through Deep Language Embedding.

Alexander Alexandrov, Andreas Kunft, Asterios Katsifodimos, Felix Schüler, Lauritz Thamsen, Odej Kao, Tobias Herb, Volker Markl

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015