Kai Yu
University/Research Lab: NEC Labs America
Location: (Cupertino, CA)
Personal Research Web Page: http://www.dbs.informatik.uni-muenchen.de/~yu_k/
Keywords: machine learning, information retrieval, data mining, object recognition, image classification, deep learning, transfer learning, semi-supervised learning, Gaussian processes, relational learning, matrix factorization, collaborative filtering...
Location: (Cupertino, CA)
Personal Research Web Page: http://www.dbs.informatik.uni-muenchen.de/~yu_k/
Keywords: machine learning, information retrieval, data mining, object recognition, image classification, deep learning, transfer learning, semi-supervised learning, Gaussian processes, relational learning, matrix factorization, collaborative filtering...
Posted on: Monday, May 17th, 2010
Broad Research Area: AI / Machine Learning / Robotics / Vision
Research Interests:
My recent research focused on learning meaningful data representations from large amount of data, without requiring much human labeling, and apply them to image/video tagging and search. Another direction is building large-scale probabilistic models for analyzing networked data, with applications to collaborative filtering and social network mining.
