2161 search results - page 243 / 433 » Learning to classify e-mail |
149
click to vote
MICAI
2007
Springer
16 years 22 days ago
2007
Springer
Instance-based learning algorithms are widely used due to their capacity to approximate complex target functions; however, the performance of this kind of algorithms degrades signi...
172
click to vote
FOCS
1999
IEEE
15 years 11 months ago
1999
IEEE
We study the phenomenon of cognitive learning from an algorithmic standpoint. How does the brain effectively learn concepts from a small number of examples despite the fact that e...
154
click to vote
COLT
1995
Springer
15 years 10 months ago
1995
Springer
We introduce a new model for learning with membership queries in which queries near the boundary of a target concept may receive incorrect or “don’t care” responses. In part...
154
click to vote
LREC
2008
15 years 8 months ago
2008
We discuss factors that affect human agreement on a semantic labeling task in the art history domain, based on the results of four experiments where we varied the number of labels...
219
click to vote
NIPS
1997
15 years 8 months ago
1997
There are many applications in which it is desirable to order rather than classify instances. Here we consider the problem of learning how to order, given feedback in the form of ...