Sciweavers

3874 search results - page 339 / 775
» Approximation Algorithms for k-hurdle Problems
Sort
View
140
Voted
JMLR
2008
133views more  JMLR 2008»
15 years 5 months ago
Algorithms for Sparse Linear Classifiers in the Massive Data Setting
Classifiers favoring sparse solutions, such as support vector machines, relevance vector machines, LASSO-regression based classifiers, etc., provide competitive methods for classi...
Suhrid Balakrishnan, David Madigan
141
Voted
CIS
2004
Springer
15 years 10 months ago
Algorithms for Loosely Constrained Multiple Sequence Alignment
For finding accurate and biologically meaningful multiple sequence alignment, it is required to consider a loosely constrained version of multiple sequence alignment. This paper is...
Bin Song, Fengfeng Zhou, Guoliang Chen
ADC
2003
Springer
94views Database» more  ADC 2003»
15 years 10 months ago
Multi-resolution Algorithms for Building Spatial Histograms
Selectivity estimation of queries not only provides useful information to the query processing optimization but also may give users a preview of processing results. In this paper,...
Qing Liu, Yidong Yuan, Xuemin Lin
JMLR
2008
159views more  JMLR 2008»
15 years 5 months ago
Near-Optimal Sensor Placements in Gaussian Processes: Theory, Efficient Algorithms and Empirical Studies
When monitoring spatial phenomena, which can often be modeled as Gaussian processes (GPs), choosing sensor locations is a fundamental task. There are several common strategies to ...
Andreas Krause, Ajit Paul Singh, Carlos Guestrin
136
Voted
NIPS
2007
15 years 6 months ago
Topmoumoute Online Natural Gradient Algorithm
Guided by the goal of obtaining an optimization algorithm that is both fast and yields good generalization, we study the descent direction maximizing the decrease in generalizatio...
Nicolas Le Roux, Pierre-Antoine Manzagol, Yoshua B...