Gene/Protein
Disease
Symptom
Drug
Enzyme
Compound
Pivot Concepts:
Gene/Protein
Disease
Symptom
Drug
Enzyme
Compound
Target Concepts:
Gene/Protein
Disease
Symptom
Drug
Enzyme
Compound
Query: UMLS:C0033036 (
APC
)
10,214
document(s) hit in 31,850,051 MEDLINE articles (0.00 seconds)
The classical stochastic approximation methods are shown to yield algorithms to solve several formulations of the
PAC
learning problem
defined on the domain [0,1](d). Under some smoothness conditions on the probability measure functions, simple algorithms to solve some
PAC
learning problems are proposed based on networks of nonpolynomial units (e.g. artificial neural networks). Conditions on the sizes of the samples required to ensure the error bounds are derived using martingale inequalities.
...
PMID:On stochastic approximation algorithms for classes of PAC learning problems. 1825 90
