Francis Bach
École Normale Supérieure - PSL(FR)Littoral, Environnement et Sociétés(FR)Sierra Engineering (United States)(US)
Publications by Year
Research Areas
Stochastic Gradient Optimization Techniques, Sparse and Compressive Sensing Techniques, Machine Learning and Algorithms, Statistical Methods and Inference, Markov Chains and Monte Carlo Methods
Most-Cited Works
- → Multiple kernel learning, conic duality, and the SMO algorithm(2004)1,441 cited
- Online Learning for Latent Dirichlet Allocation(2010)
- → SAGA: A Fast Incremental Gradient Method With Support for Non-Strongly Convex Composite Objectives(2014)928 cited
- → Task-Driven Dictionary Learning(2011)823 cited
- → Consistency of the group Lasso and multiple kernel learning(2007)704 cited
- → Kernel independent component analysis(2004)561 cited
- → A Stochastic Gradient Method with an Exponential Convergence Rate for Finite Training Sets(2012)538 cited