Francis Bach Computer scientist
INRIA Young Researcher Award, 2012.
European Research Council, Starting Grant, 2009.
F. Bach, "Learning with Submodular Functions: A Convex Optimization Perspective," Foundations and Trends in Machine Learning, vol. 6, no. 2-3, pp. 145-373, Dec. 2013.
F. Bach and E. Moulines, "Non-strongly-convex smooth stochastic approximation with convergence rate O(1/n)," Advances in Neural Information Processing Systems (NIPS), vol. 26, pp.773-781, 2013.
N. Le Roux et al, "A Stochastic Gradient Method with an Exponential Convergence Rate for Strongly-Convex Optimization with Finite Training Sets," Advances in Neural Information Processing Systems (NIPS), 2012.
F. Bach et al, "Structured sparsity through convex optimization," Stat. Sci., vol. 27, no. 4, pp. 450-468, Nov. 2012.
F. Bach et al, "Optimization with sparsity-inducing penalties," Foundations and Trends in Machine Learning, vol. 4, no. 1, pp. 1-106, Jan. 2012.
Senior Fellow Learning in Machines & Brains
InriaEcole Normale Superieure, Paris
PhD (Computer Science) University of California, Berkeley
No Assets Found
Sorry, we did not find any assets matching these filters.