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NIPS
2003
13 years 9 months ago
Max-Margin Markov Networks
In typical classification tasks, we seek a function which assigns a label to a single object. Kernel-based approaches, such as support vector machines (SVMs), which maximize the ...
Benjamin Taskar, Carlos Guestrin, Daphne Koller
DSS
2000
113views more  DSS 2000»
13 years 7 months ago
Quality of service provision in noncooperative networks with diverse user requirements
This paper studies the quality of service (QoS) provision problem in noncooperative networks where applications or users are sel sh and routers implement generalized processor sha...
K. Park, M. Sitharam, S. Chen
CDC
2008
IEEE
142views Control Systems» more  CDC 2008»
14 years 2 months ago
Convergence of rule-of-thumb learning rules in social networks
— We study the problem of dynamic learning by a social network of agents. Each agent receives a signal about an underlying state and communicates with a subset of agents (his nei...
Daron Acemoglu, Angelia Nedic, Asuman E. Ozdaglar
IPPS
2006
IEEE
14 years 2 months ago
Trust overlay networks for global reputation aggregation in P2P grid computing
1 This paper presents a new approach to trusted Grid computing in a Peer-to-Peer (P2P) setting. Trust and security are essential to establish lasting working relationships among th...
Runfang Zhou, Kai Hwang
GCB
2009
Springer
154views Biometrics» more  GCB 2009»
13 years 12 months ago
Comparative Identification of Differential Interactions from Trajectories of Dynamic Biological Networks
Abstract: It is often challenging to reconstruct accurately a complete dynamic biological network due to the scarcity of data collected in cost-effective experiments. This paper ad...
Zhengyu Ouyang, Mingzhou Song