Sophie Burkhardt

According to our database1, Sophie Burkhardt authored at least 7 papers between 2015 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

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On csauthors.net:

Bibliography

2019
A Survey of Multi-Label Topic Models.
SIGKDD Explorations, 2019

Multi-label classification using stacked hierarchical Dirichlet processes with reduced sampling complexity.
Knowl. Inf. Syst., 2019

Decoupling Sparsity and Smoothness in the Dirichlet Variational Autoencoder Topic Model.
J. Mach. Learn. Res., 2019

2018
Online Multi-label Text Classification using Topic Models.
PhD thesis, 2018

Online multi-label dependency topic models for text classification.
Mach. Learn., 2018

2017
Online Sparse Collapsed Hybrid Variational-Gibbs Algorithm for Hierarchical Dirichlet Process Topic Models.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

2015
On the spectrum between binary relevance and classifier chains in multi-label classification.
Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015


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