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SDM
2012
SIAM
252views Data Mining» more  SDM 2012»
13 years 4 days ago
Learning from Heterogeneous Sources via Gradient Boosting Consensus
Multiple data sources containing different types of features may be available for a given task. For instance, users’ profiles can be used to build recommendation systems. In a...
Xiaoxiao Shi, Jean-François Paiement, David...
SIGECOM
2004
ACM
120views ECommerce» more  SIGECOM 2004»
15 years 3 months ago
Computational criticisms of the revelation principle
The revelation principle is a cornerstone tool in mechanism design. It states that one can restrict attention, without loss in the designer’s objective, to mechanisms in which A...
Vincent Conitzer, Tuomas Sandholm
MST
2010
196views more  MST 2010»
14 years 4 months ago
Non-Cooperative Cost Sharing Games via Subsidies
We consider a cost sharing system where users are selfish and act according to their own interest. There is a set of facilities and each facility provides services to a subset of ...
Niv Buchbinder, Liane Lewin-Eytan, Joseph Naor, Ar...
TWC
2010
14 years 4 months ago
Lifetime-resource tradeoff for multicast traffic in wireless sensor networks
In this paper, we study the problem of supporting multicast traffic in wireless sensor networks with network coding. On one hand, coding operations can reduce power consumption and...
Vahid Shah-Mansouri, Vincent W. S. Wong
ICCV
2009
IEEE
16 years 2 months ago
Constrained Clustering by Spectral Kernel Learning
Clustering performance can often be greatly improved by leveraging side information. In this paper, we consider constrained clustering with pairwise constraints, which specify s...
Zhenguo Li, Jianzhuang Liu