3050 search results - page 53 / 610 » On-line Algorithms in Machine Learning |
110
Voted
ICCAD
2006
IEEE
15 years 8 months ago
2006
IEEE
Dynamic power management (DPM) work proposed to date places inactive components into low power states using a single DPM policy. In contrast, we instead dynamically select among a...
125
Voted
TRS
2008
15 years 2 months ago
2008
An implicit assumption of many machine learning algorithms is that all attributes are of the same importance. An algorithm typically selects attributes based solely on their statis...
123
Voted
CORR
2010
Springer
15 years 2 months ago
2010
Springer
Designing and implementing efficient, provably correct parallel machine learning (ML) algorithms is challenging. Existing high-level parallel abstractions like MapReduce are insuf...
96
Voted
WWW
2006
ACM
16 years 3 months ago
2006
ACM
Fitting enough information from webpages to make browsing on small screens compelling is a challenging task. One approach is to present the user with a thumbnail image of the full...
ICML
2009
IEEE
16 years 3 months ago
2009
IEEE
We present a general PAC-Bayes theorem from which all known PAC-Bayes risk bounds are obtained as particular cases. We also propose different learning algorithms for finding linea...