Guillaume Stempfel

According to our database, Guillaume Stempfel authored at least 7 papers between 2007 and 2015.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2015

Optimal Window and Lattice in Gabor Transform. Application to Audio Analysis.

Hélène Lachambre, Benjamin Ricaud, Guillaume Stempfel, Bruno Torrésani, Christoph Wiesmeyr, Darian Onchis-Moaca

Proceedings of the 17th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2015

2014

An optimally concentrated Gabor transform for localized time-frequency components.

Benjamin Ricaud, Guillaume Stempfel, Bruno Torrésani, Christoph Wiesmeyr, Hélène Lachambre, Darian M. Onchis

Adv. Comput. Math., 2014

2010

Chromatic PAC-Bayes Bounds for Non-IID Data: Applications to Ranking and Stationary β-Mixing Processes.

Liva Ralaivola, Marie Szafranski, Guillaume Stempfel

J. Mach. Learn. Res., 2010

2009

Chromatic PAC-Bayes Bounds for Non-IID Data.

Liva Ralaivola, Marie Szafranski, Guillaume Stempfel

Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009

Chromatic PAC-Bayes Bounds for Non-IID Data: Applications to Ranking and Stationary \beta-Mixing Processes

Liva Ralaivola, Marie Szafranski, Guillaume Stempfel

CoRR, 2009

Learning SVMs from Sloppily Labeled Data.

Guillaume Stempfel, Liva Ralaivola

Proceedings of the Artificial Neural Networks, 2009

2007

Learning Kernel Perceptrons on Noisy Data Using Random Projections.

Guillaume Stempfel, Liva Ralaivola

Proceedings of the Algorithmic Learning Theory, 18th International Conference, 2007