2440 search results - page 141 / 488 » Learn .MT: A New Approach to Incremental Learning |
252
click to vote
ICML
2002
IEEE
16 years 7 months ago
2002
IEEE
A new approach to ensemble learning is introduced that takes ranking rather than classification as fundamental, leading to models on the symmetric group and its cosets. The approa...
168
click to vote
ISCI
1998
15 years 6 months ago
1998
We report new results on the corner classification approach to training feedforward neural networks. It is shown that a prescriptive learning procedure where the weights are simp...
155
click to vote
IJCAI
1993
15 years 8 months ago
1993
We introduce a new approach to GA (Genetic Algorithms) based problem solving. Earlier GAs did not contain local search (i.e. hill climbing) mechanisms, which led to optimization d...
165
click to vote
STOC
1993
ACM
15 years 10 months ago
1993
ACM
In this paper, we study the problem of learning in the presence of classification noise in the probabilistic learning model of Valiant and its variants. In order to identify the cl...
162
click to vote
IJCNN
2000
IEEE
15 years 11 months ago
2000
IEEE
—Biasing properly the hypothesis space of a learner has been shown to improve generalization performance. Methods for achieving this goal have been proposed, that range from desi...