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COLT
2006
Springer
14 years 1 months ago
Logarithmic Regret Algorithms for Online Convex Optimization
In an online convex optimization problem a decision-maker makes a sequence of decisions, i.e., chooses a sequence of points in Euclidean space, from a fixed feasible set. After ea...
Elad Hazan, Adam Kalai, Satyen Kale, Amit Agarwal
ETS
2002
IEEE
96views Hardware» more  ETS 2002»
13 years 9 months ago
The Wisconsin School of the Air: success story with implications
The rise of computer-based online learning represents either the most exciting and versatile educational technology ever or the first stage of an unrelenting boom and bust cycle (...
William Bianchi
ICML
2007
IEEE
14 years 10 months ago
Online discovery of similarity mappings
We consider the problem of choosing, sequentially, a map which assigns elements of a set A to a few elements of a set B. On each round, the algorithm suffers some cost associated ...
Alexander Rakhlin, Jacob Abernethy, Peter L. Bartl...
ALGORITHMICA
1998
103views more  ALGORITHMICA 1998»
13 years 9 months ago
On Bayes Methods for On-Line Boolean Prediction
We examine a general Bayesian framework for constructing on-line prediction algorithms in the experts setting. These algorithms predict the bits of an unknown Boolean sequence usin...
Nicolò Cesa-Bianchi, David P. Helmbold, San...
HICSS
2005
IEEE
175views Biometrics» more  HICSS 2005»
14 years 3 months ago
Creating Value from Digital Content: eBusiness Model Evolution in Online News and Music
The past two years have been a turbulent time for the New Economy generally – and for the digital content industry in particular. In the wake of the dot.com and telecoms crashes...
Kornelia van der Beek, Paula M. C. Swatman, Cornel...