Christoph Sandrock

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 6

Top Topics

Stopping Criterion

Active Learning

Selective Sampling

Top Venues

Publications

Christoph Sandrock, Marek Herde, Daniel Kottke, Bernhard Sick
Exploring the Potential of Optimal Active Learning via a Non-myopic Oracle Policy. DS (2023)
Daniel Kottke, Christoph Sandrock, Georg Krempl, Bernhard Sick
A Stopping Criterion for Transductive Active Learning. ECML/PKDD (4) (2022)
Daniel Kottke, Marek Herde, Christoph Sandrock, Denis Huseljic, Georg Krempl, Bernhard Sick
Toward optimal probabilistic active learning using a Bayesian approach. Mach. Learn. 110 (6) (2021)
Daniel Kottke, Marek Herde, Christoph Sandrock, Denis Huseljic, Georg Krempl, Bernhard Sick
Toward Optimal Probabilistic Active Learning Using a Bayesian Approach. CoRR (2020)
Christoph Sandrock, Marek Herde, Adrian Calma, Daniel Kottke, Bernhard Sick
Combining Self-reported Confidences from Uncertain Annotators to Improve Label Quality. IJCNN (2019)
Daniel Kottke, Adrian Calma, Denis Huseljic, Christoph Sandrock, George Kachergis, Bernhard Sick
The Other Human in The Loop - A Pilot Study to Find Selection Strategies for Active Learning. IJCNN (2018)