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Foundations and Trends in Machine Learning, Volume 4
Volume 4, Number 1, 2012
- Francis R. Bach, Rodolphe Jenatton, Julien Mairal, Guillaume Obozinski
:
Optimization with Sparsity-Inducing Penalties. 1-106
Volume 4, Number 2, 2012
- Shai Shalev-Shwartz:
Online Learning and Online Convex Optimization. 107-194
Volume 4, Number 3, 2012
- Mauricio A. Álvarez
, Lorenzo Rosasco
, Neil D. Lawrence
:
Kernels for Vector-Valued Functions: A Review. 195-266
Volume 4, Number 4, 2012
- Charles Sutton, Andrew McCallum:
An Introduction to Conditional Random Fields. 267-373
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