290 search results - page 12 / 58 » The Iterated Version Space Learning |
102
Voted
HIPEAC
2005
Springer
15 years 5 months ago
2005
Springer
This article aims at making iterative optimization practical and usable by speeding up the evaluation of a large range of optimizations. Instead of using a full run to evaluate a s...
91
Voted
ICML
2009
IEEE
16 years 14 days ago
2009
IEEE
Reinforcement Learning methods for controlling stochastic processes typically assume a small and discrete action space. While continuous action spaces are quite common in real-wor...
ICML
2009
IEEE
16 years 14 days ago
2009
IEEE
Similarity measures in many real applications generate indefinite similarity matrices. In this paper, we consider the problem of classification based on such indefinite similariti...
98
Voted
ICML
2010
IEEE
15 years 22 days ago
2010
IEEE
In Sparse Coding (SC), input vectors are reconstructed using a sparse linear combination of basis vectors. SC has become a popular method for extracting features from data. For a ...
101
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COLT
2010
Springer
14 years 9 months ago
2010
Springer
We study the regret of an online learner playing a multi-round game in a Banach space B against an adversary that plays a convex function at each round. We characterize the minima...