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Han Xiao

Dr. Han Xiao

Alumni

E-Mail:
now at Zalando, Data Scientist

My research aims at employing geometry and optimization methodologies to analyze the vulnerability of learning algorithms in adversarial settings. The goal is to develop robust learning algorithms that are resilient to adversarial noise.

Also, I maintain an interest in graphical modeling approaches to text mining, information retrieval and computer vision.

>> go to my personal website for more info

Publications

2011 A Supervised Topic Transition Model for Detecting Malicious System Call Sequences