8381 search results - page 1083 / 1677 » The security of machine learning |
240
click to vote
GECCO
2010
Springer
16 years 7 days ago
2010
Springer
An important goal for the generative and developmental systems (GDS) community is to show that GDS approaches can compete with more mainstream approaches in machine learning (ML)....
208
click to vote
ATAL
2007
Springer
15 years 11 months ago
2007
Springer
We contribute an approach for interactive policy learning through expert demonstration that allows an agent to actively request and effectively represent demonstration examples. I...
213
click to vote
RECOMB
2010
Springer
15 years 9 months ago
2010
Springer
In this work we consider an inference task that biologists are very good at: deciphering biological processes by bringing together knowledge that has been obtained by experiments u...
211
click to vote
AAAI
2006
15 years 8 months ago
2006
Rescaling is possibly the most popular approach to cost-sensitive learning. This approach works by rescaling the classes according to their costs, and it can be realized in differ...
224
click to vote
NIPS
2001
15 years 8 months ago
2001
The paper studies machine learning problems where each example is described using a set of Boolean features and where hypotheses are represented by linear threshold elements. One ...