Sciweavers

228 search results - page 1 / 46
» A Scalable Local Algorithm for Distributed Multivariate Regr...
Sort
View
SADM
2008
70views more  SADM 2008»
13 years 4 months ago
A Scalable Local Algorithm for Distributed Multivariate Regression
Kanishka Bhaduri, Hillol Kargupta
SDM
2008
SIAM
119views Data Mining» more  SDM 2008»
13 years 6 months ago
An Efficient Local Algorithm for Distributed Multivariate Regression in Peer-to-Peer Networks
This paper offers a local distributed algorithm for multivariate regression in large peer-to-peer environments. The algorithm is designed for distributed inferencing, data compact...
Kanishka Bhaduri, Hillol Kargupta
SDM
2011
SIAM
233views Data Mining» more  SDM 2011»
12 years 8 months ago
Distributed Monitoring of the R2 Statistic for Linear Regression
The problem of monitoring a multivariate linear regression model is relevant in studying the evolving relationship between a set of input variables (features) and one or more depe...
Kanishka Bhaduri, Kamalika Das, Chris Giannella
ICDM
2009
IEEE
137views Data Mining» more  ICDM 2009»
13 years 12 months ago
A Local Scalable Distributed Expectation Maximization Algorithm for Large Peer-to-Peer Networks
This paper offers a local distributed algorithm for expectation maximization in large peer-to-peer environments. The algorithm can be used for a variety of well-known data mining...
Kanishka Bhaduri, Ashok N. Srivastava
ICDM
2010
IEEE
264views Data Mining» more  ICDM 2010»
13 years 3 months ago
Block-GP: Scalable Gaussian Process Regression for Multimodal Data
Regression problems on massive data sets are ubiquitous in many application domains including the Internet, earth and space sciences, and finances. In many cases, regression algori...
Kamalika Das, Ashok N. Srivastava