43264 search results - page 8082 / 8653 » Comparing models of computation |
164
click to vote
ICML
2009
IEEE
16 years 5 months ago
2009
IEEE
Many machine learning algorithms can be formulated as a generalized eigenvalue problem. One major limitation of such formulation is that the generalized eigenvalue problem is comp...
129
click to vote
ICML
2007
IEEE
16 years 5 months ago
2007
IEEE
Discriminative training of graphical models can be expensive if the variables have large cardinality, even if the graphical structure is tractable. In such cases, pseudolikelihood...
127
click to vote
ICML
2006
IEEE
16 years 5 months ago
2006
IEEE
This paper examines high dimensional regression with noise-contaminated input and output data. Goals of such learning problems include optimal prediction with noiseless query poin...
123
click to vote
ICML
2004
IEEE
16 years 5 months ago
2004
IEEE
We propose to study links between three important classification algorithms: Perceptrons, Multi-Layer Perceptrons (MLPs) and Support Vector Machines (SVMs). We first study ways to...
124
click to vote
SIGSOFT
2009
ACM
16 years 5 months ago
2009
ACM
A large number of industrial concurrent programs are being designed based on a model which combines threads with event-based communication. These programs consist of several threa...