7040 search results - page 355 / 1408 » The Single Model Principle |
178
Voted
MLDM
2007
Springer
16 years 26 days ago
2007
Springer
Transduction is an inference mechanism “from particular to particular”. Its application to classification tasks implies the use of both labeled (training) data and unlabeled (...
186
click to vote
DAGSTUHL
2007
15 years 8 months ago
2007
In this paper parallel universes are defined by their relation to multi-criteria optimization combined with an explicit or implicit link for the unambiguous identification of an ...
251
click to vote
AII
1992
15 years 10 months ago
1992
Most theoretical models of inductive inference make the idealized assumption that the data available to a learner is from a single and accurate source. The subject of inaccuracies ...
168
click to vote
FOCS
2007
IEEE
16 years 1 months ago
2007
IEEE
We propose a proof-theoretic approach for gaining evidence that certain parameterized problems are not fixedparameter tractable. We consider proofs that witness that a given prop...
173
click to vote
SDM
2007
SIAM
15 years 8 months ago
2007
SIAM
A number of real-world domains such as social networks and e-commerce involve heterogeneous data that describes relations between multiple classes of entities. Understanding the n...