Publications

  • Y.-H. Kao and B. Van Roy. Directed Principal Component AnalysisOperations Research, Vol. 62, No. 4, pp. 957-972, 2014
  • Y.-H. Kao and B. Van Roy. Learning a Factor Model via Regularized PCA [code]Machine Learning, Vol. 91, No. 3, pp. 279-303, 2013
  • Y.-H. Kao. Directed Learning, PhD Thesis, 2012
  • Y.-H. Kao, B. Van Roy, D. Rubin, J. Xu, J. Faruque, and S. Napel. A Hybrid Method for Distance Metric Learning, Stanford Technical Report, 2011 
  • Y.-H. Kao and B. Van Roy. Directed Time Series Regression for Control, Stanford Technical Report, 2011 
  • Y.-H. Kao, B. Van Roy, and X. Yan. Directed RegressionAdvances in Neural Information Processing Systems 22, MIT Press, 2009 
  • Y.-H. Kao, C.-K. Liang, L.-W Chang, and H. H. Chen. Depth Detection of Light FieldInternational Conference on Acoustics, Speech, and Signal Processing, 2007 
  • Y.-H. Kao and L.-S. Lee. Feature Analysis for Emotion Recognition from Mandarin Speech Considering the Special Characteristics of Chinese LanguageInterspeech, 2006