Tzu-Kuo Huang

tzukuoh@cs.cmu.edu

Graduate Student

Biography

M.S. in Computer Science, National Taiwan University, 2006

B.S.E in Computer Science, National Taiwan University, 2004

C.V.

Research Interests

Learning Dynamic Models, Latent Variable Models, Large-scale Machine Learning, Ranking

Papers

• Learning Auto-regressive Models from Sequence and Non-sequence Data (2011)
  Combining sequence and non-sequence data to improve dynamic model learning
• Learning Dynamic Models from Non-sequenced Data (2011)
  Learning workshop (Snowbird) poster
• Learning Nonlinear Dynamic Models from Non-sequenced Data (2010)
  
• Temporal Collaborative Filtering with Bayesian Probabilistic Tensor Factorization (2010)
  Bayesian probabilistic tensor factorization
• Learning Linear Dynamical Systems without Sequence Information (2009)