FTML 2012

7 papers

An Introduction to Conditional Random Fields Charles Sutton, Andrew McCallum

Determinantal Point Processes for Machine Learning Alex Kulesza, Ben Taskar

Kernels for Vector-Valued Functions: A Review Mauricio A. Álvarez, Lorenzo Rosasco, Neil D. Lawrence

On the Concentration Properties of Interacting Particle Processes Pierre Del Moral, Peng Hu, Liming Wu

Online Learning and Online Convex Optimization Shai Shalev-Shwartz

Optimization with Sparsity-Inducing Penalties Francis R. Bach, Rodolphe Jenatton, Julien Mairal, Guillaume Obozinski

Regret Analysis of Stochastic and Nonstochastic Multi-Armed Bandit Problems Sébastien Bubeck, Nicolò Cesa-Bianchi