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SDM
2008
SIAM
119views Data Mining» more  SDM 2008»
15 years 7 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
SODA
2008
ACM
184views Algorithms» more  SODA 2008»
15 years 7 months ago
On the approximability of influence in social networks
In this paper, we study the spread of influence through a social network, in a model initially studied by Kempe, Kleinberg and Tardos [14, 15]: We are given a graph modeling a soc...
Ning Chen
SDM
2007
SIAM
73views Data Mining» more  SDM 2007»
15 years 7 months ago
Sketching Landscapes of Page Farms
The Web is a very large social network. It is important and interesting to understand the “ecology” of the Web: the general relations of Web pages to their environment. The un...
Bin Zhou 0002, Jian Pei
WSPI
2008
15 years 7 months ago
ReCollection: a Disposal/Formal Requirement-Based Tool to Support Sustainable Collection Making
Many of our modern computerized activities, may they be personal, industrial or artistic, involve searching, classifying and browsing large numbers of digital objects. The tools w...
Francis Rousseaux, Alain Bonardi, Benjamin Roadley
ACL
2006
15 years 7 months ago
Approximation Lasso Methods for Language Modeling
Lasso is a regularization method for parameter estimation in linear models. It optimizes the model parameters with respect to a loss function subject to model complexities. This p...
Jianfeng Gao, Hisami Suzuki, Bin Yu