1. Asymptotic accuracy of Bayes estimation for latent variables with redundancy

   • Keisuke Yamazaki

   OriginalPaper 11 February 2015 Pages: 1 - 28

   

2. Population recovery and partial identification

   • Avi Wigderson
   • Amir Yehudayoff

   OriginalPaper 01 April 2015 Pages: 29 - 56

3. On some transformations of high dimension, low sample size data for nearest neighbor classification

   • Subhajit Dutta
   • Anil K. Ghosh

   OriginalPaper 03 April 2015 Pages: 57 - 83

   

4. Probabilistic archetypal analysis

   • Sohan Seth
   • Manuel J. A. Eugster

   OriginalPaper 05 June 2015 Pages: 85 - 113

   

5. Generalization bounds for metric and similarity learning

   • Qiong Cao
   • Zheng-Chu Guo
   • Yiming Ying

   OriginalPaper 20 June 2015 Pages: 115 - 132