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VOLUME: 79, SERIES: A, PART: 2, YEAR: 2017



 
  On Concentration for (Regularized) Empirical Risk Minimization  [159--200].  
  Author: Sara van de Geer and Martin J. Wainwright.
 
  Discussion of “concentration for (regularized) empirical risk minimization” by Sara van de Geer and Martin Wainwright  [201--207].  
  Author: St´ephane Boucheron.
 
  Discussion of the Paper on Concentration for (Regularized) Empirical Risk Minimization by Sara van de Geer and Martin Wainwright  [208--211].  
  Author: Sourav Chatterjee.
 
  Rejoinder  [212--214].  
  Author: Sara van de Geer and Martin J. Wainwright.
 
  On Univariate Convex Regression  [215--253].  
  Author: Promit Ghosal and Bodhisattva Sen.
 
  New Asymptotic Results in Principal Component Analysis  [254--297].  
  Author: Vladimir Koltchinskii and Karim Lounici.
 
  Estimator Selection: a New Method with Applications to Kernel Density Estimation  [298--335].  
  Author: Claire Lacour, Pascal Massart and Vincent Rivoirard.
 
  Posterior Contraction Rates of Density Derivative Estimation  [336--354].  
  Author: Weining Shen and Subhashis Ghosal.
 
  The Bennett-Orlicz Norm  [355--383].  
  Author: Jon A. Wellner.
 
 
 
 

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