Giulini, Ilaria

1. Dimension-free PAC-Bayesian bounds for matrices, vectors, and linear least squares regression
   2017/12/07 by Olivier Catoni, Ilaria Giulini, Catoni, Olivier +1 · 8 citations
   Engineering · Mathematics · #15B52 #62F35 #62H12 #62H20 #62J05 #62J10 #Advanced Statistical Methods and Models #FOS: Mathematics #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference #Statistics Theory (math.ST)
2. Dimension-free PAC-Bayesian bounds for the estimation of the mean of a random vector
   2018/02/12 by Olivier Catoni, Catoni, Olivier, Ilaria Giulini +1 · 2 citations
   Computer Science · Mathematics · #62H12 #62J05 #62J10 #Bayesian Methods and Mixture Models #FOS: Mathematics #Markov Chains and Monte Carlo Methods #Statistical Methods and Inference #Statistics Theory (math.ST)
3. Robust dimension-free Gram operator estimates
   2015/11/19 by Giulini, Ilaria · 1 citation
   #FOS: Mathematics #Statistics Theory (math.ST)