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» Implicit Online Learning
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CEAS
2006
Springer
15 years 9 months ago
Online Discriminative Spam Filter Training
We describe a very simple technique for discriminatively training a spam filter. Our results on the TREC Enron spam corpus would have been the best for the Ham at .1% measure, and...
Joshua Goodman, Wen-tau Yih
PAKM
2000
15 years 7 months ago
Facilitating the Online Search of Experts at NASA using Expert Seeker People-Finder
People-Finder Systems are knowledge repositories that attempt to manage knowledge by holding pointers to experts who possess specific knowledge within an organization. This paper ...
Irma Becerra-Fernandez
ICML
2005
IEEE
16 years 7 months ago
A theoretical analysis of Model-Based Interval Estimation
Several algorithms for learning near-optimal policies in Markov Decision Processes have been analyzed and proven efficient. Empirical results have suggested that Model-based Inter...
Alexander L. Strehl, Michael L. Littman
ICCAL
1992
15 years 10 months ago
Project CALC: Calculus as a Laboratory Course
We describe the development and use of an online textbook for first-year calculus, the second edition of a book that first appeared in print. The principles on which the book is b...
Lawrence Moore, David Smith
ECCV
2008
Springer
15 years 7 months ago
Robust Real-Time Visual Tracking Using Pixel-Wise Posteriors
We derive a probabilistic framework for robust, real-time, visual tracking of previously unseen objects from a moving camera. The tracking problem is handled using a bag-of-pixels ...
Charles Bibby, Ian D. Reid