Han Xiao

Affiliations:
  • TU München, Germany


According to our database1, Han Xiao authored at least 14 papers between 2009 and 2017.

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Bibliography

2017
A Classification Model for Diverse and Noisy Labelers.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

2015
From Adversarial Learning to Reliable and Scalable Learning.
PhD thesis, 2015

Feature Selection and Extraction for Malware Classification.
J. Inf. Sci. Eng., 2015

Support vector machines under adversarial label contamination.
Neurocomputing, 2015

Learning better while sending less: Communication-efficient online semi-supervised learning in client-server settings.
Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

2013
Learning from Multiple Observers with Unknown Expertise.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

Efficient Online Sequence Prediction with Side Information.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

OPARS: Objective Photo Aesthetics Ranking System.
Proceedings of the Advances in Information Retrieval, 2013

Lazy Gaussian Process Committee for Real-Time Online Regression.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012
Evasion Attack of Multi-class Linear Classifiers.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012

Adversarial Label Flips Attack on Support Vector Machines.
Proceedings of the ECAI 2012, 2012

2010
Efficient Collapsed Gibbs Sampling for Latent Dirichlet Allocation.
Proceedings of the 2nd Asian Conference on Machine Learning, 2010

2009
Constructing Parallel Corpus from Movie Subtitles.
Proceedings of the Computer Processing of Oriental Languages. Language Technology for the Knowledge-based Economy, 2009

Injecting Structured Data to Generative Topic Model in Enterprise Settings.
Proceedings of the Advances in Machine Learning, 2009


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