3668 search results - page 57 / 734 » Margin Distribution and Learning |
COLT
1999
Springer
15 years 4 months ago
1999
Springer
ML
2010
ACM
14 years 10 months ago
2010
ACM
UAI
2004
15 years 1 months ago
2004
We characterize probabilities in Bayesian networks in terms of algebraic expressions called quasi-probabilities. These are arrived at by casting Bayesian networks as noisy AND-OR-...
ICML
2007
IEEE
16 years 20 days ago
2007
IEEE
In this paper, we survey the current state-ofart models for structured learning problems, including Hidden Markov Model (HMM), Conditional Random Fields (CRF), Averaged Perceptron...
109
click to vote
NIPS
2001
15 years 1 months ago
2001
Classical statistical learning theory studies the generalisation performance of machine learning algorithms rather indirectly. One of the main detours is that algorithms are studi...