Tzu-Kuo Huang

tzukuoh@cs.cmu.edu

Graduate Student

Biography

M.S. in Machine Learning, Carnegie Mellon University, 2011

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

• Spectral Learning of Hidden Markov Models from Dynamic and Static Data (2013)
  
• Learning Bi-clustered Vector Autoregressive Models (2012)
  
• 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)