3556 search results - page 178 / 712 » Can machine learning be secure |
76
Voted
ICML
2010
IEEE
15 years 1 months ago
2010
IEEE
Imagine two identical people receive exactly the same training on how to classify certain objects. Perhaps surprisingly, we show that one can then manipulate them into classifying...
107
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ICML
2009
IEEE
16 years 1 months ago
2009
IEEE
We present a unified framework for learning link prediction and edge weight prediction functions in large networks, based on the transformation of a graph's algebraic spectru...
127
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ICML
2005
IEEE
16 years 1 months ago
2005
IEEE
We apply nonparametric hierarchical Bayesian modelling to relational learning. In a hierarchical Bayesian approach, model parameters can be "personalized", i.e., owned b...
ICML
2003
IEEE
16 years 1 months ago
2003
IEEE
Recent theoretical results have shown that improved bounds on generalization error of classifiers can be obtained by explicitly taking the observed margin distribution of the trai...
100
Voted
ICALT
2009
IEEE
15 years 7 months ago
2009
IEEE
Adaptive Hypermedia (AH) can offer a richer learning experience, tailored to students’ needs. However, authoring of AH is complex. Several models and systems have been developed...