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ICML
2010
IEEE
15 years 7 months ago
Interactive Submodular Set Cover
We introduce a natural generalization of submodular set cover and exact active learning with a finite hypothesis class (query learning). We call this new problem interactive submo...
Andrew Guillory, Jeff Bilmes
ICML
2005
IEEE
16 years 7 months ago
A comparison of tight generalization error bounds
We investigate the empirical applicability of several bounds (a number of which are new) on the true error rate of learned classifiers which hold whenever the examples are chosen ...
John Langford, Matti Kääriäinen
ICML
1997
IEEE
16 years 7 months ago
Automatic Rule Acquisition for Spelling Correction
This paper describes a new approach to automatically learning linguistic knowledge for spelling correction. A major feature of this approach is the fact that the acquired knowledg...
Lidia Mangu, Eric Brill
ICALT
2007
IEEE
16 years 1 months ago
Creating E-portfolio with OSP
The paper describes the usefulness of e-portfolios for students, teachers, administrators and human resource personnel for learning, assessment and employment purposes. It is impo...
Madhumita Bhattacharya, Mike Mimirinis
COLT
2006
Springer
15 years 10 months ago
The Rademacher Complexity of Linear Transformation Classes
Bounds are given for the empirical and expected Rademacher complexity of classes of linear transformations from a Hilbert space H to a ...nite dimensional space. The results imply ...
Andreas Maurer