923 search results - page 118 / 185 » Requirements for Machine Lifelong Learning |
110
Voted
ICML
2007
IEEE
16 years 4 months ago
2007
IEEE
Many collective labeling tasks require inference on graphical models where the clique potentials depend only on the number of nodes that get a particular label. We design efficien...
127
Voted
ICML
2008
IEEE
16 years 4 months ago
2008
IEEE
EM algorithm is a very popular iteration-based method to estimate the parameters of Gaussian Mixture Model from a large observation set. However, in most cases, EM algorithm is no...
113
Voted
ICML
2006
IEEE
16 years 4 months ago
2006
IEEE
We introduce the controlled predictive linearGaussian model (cPLG), a model that uses predictive state to model discrete-time dynamical systems with real-valued observations and v...
129
click to vote
ICML
2006
IEEE
16 years 4 months ago
2006
IEEE
Dimensionality reduction is an important pre-processing step for many applications. Linear Discriminant Analysis (LDA) is one of the well known methods for supervised dimensionali...
129
click to vote
ICML
2006
IEEE
16 years 4 months ago
2006
IEEE
Recently, a very appealing approach was proposed to compute the entire solution path for support vector classification (SVC) with very low extra computational cost. This approach ...