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Francis Bach

LMB_FrancisBach

Appointment

  • Senior Fellow
  • Learning in Machines & Brains

Institution

  • École normale supérieure Paris
  • Inria

Country

  • France

Education

PhD (Computer Science), University of California, Berkeley

About

 

Awards

Inria Young Researcher Award, 2012

European Research Council, Starting Grant, 2009

Relevant Publications

Bach, F. "Learning with Submodular Functions: A Convex Optimization Perspective." Foundations and Trends in Machine Learning 6, no. 2–3 (December 2013): 145–373.

Bach, F., and E. Moulines. "Non-strongly-convex smooth stochastic approximation with convergence rate O(1/n)." Advances in Neural Information Processing Systems (NIPS) 26 (2013): 773–81.

Le Roux, N. 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).

Bach, F. et al. "Structured sparsity through convex optimization." Stat. Sci. 27, no. 4 (November 2012): 450–68.

Bach, F. et al. "Optimization with sparsity-inducing penalties." Foundations and Trends in Machine Learning 4, no. 1 (January 2012): 1–106.

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