Christoph Sandrock

According to our database, Christoph Sandrock authored at least 6 papers between 2018 and 2026.

Collaborative distances:

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

2026

BoSS: A Best-of-Strategies Selector as an Oracle for Deep Active Learning.

Denis Huseljic, Paul Hahn, Marek Herde, Christoph Sandrock, Bernhard Sick

Trans. Mach. Learn. Res., 2026

2023

Exploring the Potential of Optimal Active Learning via a Non-myopic Oracle Policy.

Christoph Sandrock, Marek Herde, Daniel Kottke, Bernhard Sick

Proceedings of the Discovery Science - 26th International Conference, 2023

2022

A Stopping Criterion for Transductive Active Learning.

Daniel Kottke, Christoph Sandrock, Georg Krempl, Bernhard Sick

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

2021

Toward optimal probabilistic active learning using a Bayesian approach.

Daniel Kottke, Marek Herde, Christoph Sandrock, Denis Huseljic, Georg Krempl, Bernhard Sick

Mach. Learn., 2021

2019

Combining Self-reported Confidences from Uncertain Annotators to Improve Label Quality.

Christoph Sandrock, Marek Herde, Adrian Calma, Daniel Kottke, Bernhard Sick

Proceedings of the International Joint Conference on Neural Networks, 2019

2018

The Other Human in The Loop - A Pilot Study to Find Selection Strategies for Active Learning.

Daniel Kottke, Adrian Calma, Denis Huseljic, Christoph Sandrock, George Kachergis, Bernhard Sick

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018