I successfully defended my PhD yesterday, in front of a jury composed of: Arthur Gretton (reviewer) Romain Couillet (reviewer) Francis Bach (president) Mike Davies Karin Schnass François Taiani Rémi Gribonval (advisor) Thanks to all who attended. The manuscript should be online soon, in the meantime the slides can be found here.
We’ll give two oral presentations at SPARS2017 in Lisbon (June 5-8), associated to one-page abstracts: Random Moments for Sketched Statistical Learning with Rémi Gribonval, Gilles Blanchard and Yann Traonmilin Spikes super-resolution with random Fourier sampling with Yann Traonmilin and Rémi Gribonval See you there !
The SketchMLbox, a Matlab toolbox for sketched mixture learning, is available ! It allows you to learn mixture models on large databases, as described in this paper. Estimations of mixtures of Diracs (« K-means ») and Gaussian mixture models are available, and the toolbox is structured so that new mixture models can be easily implemented. The toolbox can …