Improved PAC-Bayesian Bounds for Linear Regression.

Vera Shalaeva Alireza Fakhrizadeh Esfahani Pascal Germain Mihály Petreczky

Published in: AAAI (2020)

Keyphrases

linear regression
pac bayesian
distribution free
least squares
data dependent
regression problems
regression methods
generalization bounds
ridge regression
nonlinear regression
loss bounds
rademacher complexity
normal distribution
upper bound
generalization ability
probability density function
regret bounds