Prediction of Click-Through-Rate on banner ads using regression trees and logistic regression. Criteo (2010-2011).
Elastic Net Regularization
Machine Learning class project (2009).
Study of the Elastic Net algorithm for feature selection in a high dimensionality feature space, and application to cancer classification.
3D Tic Tac Toe in Java
Project for a Computer Science and AI class (2008)
Implementation of a minimax AI with alpha-beta pruning and heuristic enhancements for an extended version of the classic Tic Tac Toe game. The game is set on a 3d grid. The objective is to mark 4 aligned spheres with the player's color.
Geodesics and projections
TIPE project (2007).
Research project presented during the oral entrance exam to the French 'Grandes Ecoles’ science and engineering schools.