Author of the publication

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
Harvard
MSOffice XML

Toward optimal probabilistic active learning using a Bayesian approach

D. Kottke, M. Herde, C. Sandrock, D. Huseljic, G. Krempl, and B. Sick. Machine Learning, 110 (6): 1199--1231 (2021)
DOI: 10.1007/s10994-021-05986-9

Please choose a person to relate this publication to

To differ between persons with the same name, the academic degree and the title of an important publication will be displayed. You can also use the button next to the name to display some publications already assigned to the person.

Jaap Denissen

Wladimir Denisow

Natalja Denisjuk

Alexander Arnold Denisiuk

Marina Denisova

Other publications of authors with the same name

Toward Optimal Probabilistic Active Learning Using a Bayesian ApproachD. Kottke, M. Herde, C. Sandrock, D. Huseljic, G. Krempl, and B. Sick. arXiv e-prints, (2020)Fast Bayesian Updates for Deep Learning with a Use Case in Active Learning.M. Herde, Z. Huang, D. Huseljic, D. Kottke, S. Vogt, and B. Sick. CoRR, (2022)Who knows best? A Case Study on Intelligent Crowdworker Selection via Deep LearningM. Herde, D. Huseljic, B. Sick, U. Bretschneider, and S. Oeste-Reiss. International Workshop & Tutorial on Interactive Adaptive Learning (IAL), Torino, Italy, (2023)Multi-annotator Deep Learning: A Probabilistic Framework for Classification.M. Herde, D. Huseljic, and B. Sick. CoRR, (2023)Active Label Refinement for Semantic Segmentation of Satellite Images.T. Minh, J. Wijesingha, D. Kottke, M. Herde, D. Huseljic, B. Sick, M. Wachendorf, and T. Esch. CoRR, (2023)A Review of Uncertainty Calibration in Pretrained Object Detectors.D. Huseljic, M. Herde, M. Muejde, and B. Sick. CoRR, (2022)ActiveGLAE: A Benchmark for Deep Active Learning with Transformers.L. Rauch, M. Aßenmacher, D. Huseljic, M. Wirth, B. Bischl, and B. Sick. ECML/PKDD (1), volume 14169 of Lecture Notes in Computer Science, page 55-74. Springer, (2023)A Concept for Automated Polarized Web Content Annotation based on Multimodal Active Learning.M. Herde, D. Huseljic, J. Mitrovic, M. Granitzer, and B. Sick. IAL@PKDD/ECML, volume 3259 of CEUR Workshop Proceedings, page 1-6. CEUR-WS.org, (2022)Separation of Aleatoric and Epistemic Uncertainty in Deterministic Deep Neural Networks.D. Huseljic, B. Sick, M. Herde, and D. Kottke. ICPR, page 9172-9179. IEEE, (2020)Active Learning with Fast Model Updates and Class-Balanced Selection for Imbalanced Datasets.Z. Huang, Y. He, M. Herde, D. Huseljic, and B. Sick. IAL@PKDD/ECML, volume 3470 of CEUR Workshop Proceedings, page 25-45. CEUR-WS.org, (2023)

BibSonomy

Disambiguation of "Huseljic, Denis"

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
Harvard
MSOffice XML

Toward optimal probabilistic active learning using a Bayesian approach

Please choose a person to relate this publication to

Jaap Denissen

Wladimir Denisow

Natalja Denisjuk

Alexander Arnold Denisiuk

Marina Denisova

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Huseljic, Denis"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Toward optimal probabilistic active learning using a Bayesian approach

Please choose a person to relate this publication to

Jaap Denissen

Wladimir Denisow

Natalja Denisjuk

Alexander Arnold Denisiuk

Marina Denisova

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
Harvard
MSOffice XML

Toward optimal probabilistic active learning using a Bayesian approach