Han Xiao

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

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2017

A Classification Model for Diverse and Noisy Labelers.

Hao-En Sung, Cheng-Kuan Chen, Han Xiao, Shou-De Lin

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

2015

From Adversarial Learning to Reliable and Scalable Learning.

Han Xiao

PhD thesis, 2015

Feature Selection and Extraction for Malware Classification.

Chih-Ta Lin, Nai-Jian Wang, Han Xiao, Claudia Eckert

J. Inf. Sci. Eng., 2015

Support vector machines under adversarial label contamination.

Huang Xiao, Battista Biggio, Blaine Nelson, Han Xiao, Claudia Eckert, Fabio Roli

Neurocomputing, 2015

Learning better while sending less: Communication-efficient online semi-supervised learning in client-server settings.

Han Xiao, Shou-De Lin, Mi-Yen Yeh, Phillip B. Gibbons, Claudia Eckert

Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

2013

Learning from Multiple Observers with Unknown Expertise.

Han Xiao, Huang Xiao, Claudia Eckert

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

Efficient Online Sequence Prediction with Side Information.

Han Xiao, Claudia Eckert

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

OPARS: Objective Photo Aesthetics Ranking System.

Huang Xiao, Han Xiao, Claudia Eckert

Proceedings of the Advances in Information Retrieval, 2013

Lazy Gaussian Process Committee for Real-Time Online Regression.

Han Xiao, Claudia Eckert

Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012

Evasion Attack of Multi-class Linear Classifiers.

Han Xiao, Thomas Stibor, Claudia Eckert

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012

Adversarial Label Flips Attack on Support Vector Machines.

Han Xiao, Huang Xiao, Claudia Eckert

Proceedings of the ECAI 2012, 2012

2010

Efficient Collapsed Gibbs Sampling for Latent Dirichlet Allocation.

Han Xiao, Thomas Stibor

Proceedings of the 2nd Asian Conference on Machine Learning, 2010

2009

Constructing Parallel Corpus from Movie Subtitles.

Han Xiao, Xiaojie Wang

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.

Han Xiao, Xiaojie Wang, Chao Du

Proceedings of the Advances in Machine Learning, 2009