3 papers
cs.SD2014
Optimal Window and Lattice in Gabor Transform Application to Audio Analysis
Helene Lachambre, Benjamin Ricaud, Guillaume Stempfel +3
This article deals with the use of optimal lattice and optimal window in Discrete Gabor Transform computation. In the case of a generalized Gaussian window, extending earlier contr…
math.NA2013
An optimally concentrated Gabor transform for localized time-frequency components
Benjamin Ricaud, Guillaume Stempfel, Bruno Torrésani +3
Gabor analysis is one of the most common instances of time-frequency signal analysis. Choosing a suitable window for the Gabor transform of a signal is often a challenge for practi…
cs.LG2009
Chromatic PAC-Bayes Bounds for Non-IID Data: Applications to Ranking and Stationary -Mixing Processes
Liva Ralaivola, Marie Szafranski, Guillaume Stempfel
Pac-Bayes bounds are among the most accurate generalization bounds for classifiers learned from independently and identically distributed (IID) data, and it is particularly so for…