1172 search results - page 171 / 235 » From Data Distributions to Regularization in Invariant Learn... |
145
Voted
KDD
2006
ACM
16 years 3 months ago
2006
ACM
KDD is a complex and demanding task. While a large number of methods has been established for numerous problems, many challenges remain to be solved. New tasks emerge requiring th...
144
Voted
PPOPP
2006
ACM
15 years 9 months ago
2006
ACM
In prior work, we have proposed techniques to extend the ease of shared-memory parallel programming to distributed-memory platforms by automatic translation of OpenMP programs to ...
100
click to vote
ICML
2004
IEEE
16 years 4 months ago
2004
IEEE
Attribute interactions are the irreducible dependencies between attributes. Interactions underlie feature relevance and selection, the structure of joint probability and classific...
116
click to vote
ICML
2003
IEEE
16 years 4 months ago
2003
IEEE
The majority of theoretical work in machine learning is done under the assumption of exchangeability: essentially, it is assumed that the examples are generated from the same prob...
149
click to vote
CLUSTER
2005
IEEE
15 years 9 months ago
2005
IEEE
The amount of data collected and stored in databases is growing considerably for almost all areas of human activity. Processing this amount of data is very expensive, both humanly...