923 search results - page 49 / 185 » Requirements for Machine Lifelong Learning |
SIGOPS
2008
15 years 20 days ago
2008
What do our computer systems do all day? How do we make sure they continue doing it when failures occur? Traditional approaches to answering these questions often involve inband m...
104
Voted
ALT
2004
Springer
15 years 9 months ago
2004
Springer
Different formal learning models address different aspects of learning. Below we compare learning via queries—interpreting learning as a one-shot process in which the learner i...
117
Voted
ICML
2010
IEEE
15 years 1 months ago
2010
IEEE
Recent research in machine learning has focused on breaking audio spectrograms into separate sources of sound using latent variable decompositions. These methods require that the ...
124
Voted
KES
2007
Springer
15 years 6 months ago
2007
Springer
Biological systems consist of many components and interactions between them. In Systems Biology the principal problem is modeling complex biological systems and reconstructing inte...
107
Voted
ICML
2010
IEEE
15 years 28 days ago
2010
IEEE
We investigate the sparse eigenvalue problem which arises in various fields such as machine learning and statistics. Unlike standard approaches relying on approximation of the l0n...