180 search results - page 36 / 36 » Improved bounds on the sample complexity of learning |
AIRS
2009
Springer
14 years 13 hour ago
2009
Springer
Relevance-based language models operate by estimating the probabilities of observing words in documents relevant (or pseudo relevant) to a topic. However, these models assume that ...
BMCBI
2010
13 years 5 months ago
2010
Background: Recent advances in proteomics technologies such as SELDI-TOF mass spectrometry has shown promise in the detection of early stage cancers. However, dimensionality reduc...
SIAMMAX
2010
13 years 4 days ago
2010
Linear Discriminant Analysis (LDA) is one of the most popular approaches for feature extraction and dimension reduction to overcome the curse of the dimensionality of the high-dime...
STOC
2004
ACM
14 years 5 months ago
2004
ACM
The Collect problem for an asynchronous shared-memory system has the objective for the processors to learn all values of a collection of shared registers, while minimizing the tot...
PEPM
2009
ACM
14 years 2 months ago
2009
ACM
Many applications need to respond to incremental modifications to data. Being incremental, such modification often require incremental modifications to the output, making it po...