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NIPS
2004
14 years 11 months ago
Co-Validation: Using Model Disagreement on Unlabeled Data to Validate Classification Algorithms
In the context of binary classification, we define disagreement as a measure of how often two independently-trained models differ in their classification of unlabeled data. We exp...
Omid Madani, David M. Pennock, Gary William Flake
SIGECOM
2009
ACM
137views ECommerce» more  SIGECOM 2009»
15 years 4 months ago
An exact almost optimal algorithm for target set selection in social networks
The Target Set Selection problem proposed by Kempe, Kleinberg, and Tardos, gives a nice clean combinatorial formulation for many problems arising in economy, sociology, and medicin...
Oren Ben-Zwi, Danny Hermelin, Daniel Lokshtanov, I...
BRAIN
2010
Springer
14 years 8 months ago
Sparse Regression Models of Pain Perception
Discovering brain mechanisms underlying pain perception remains a challenging neuroscientific problem with important practical applications, such as developing better treatments f...
Irina Rish, Guillermo A. Cecchi, Marwan N. Baliki,...
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JCP
2007
100views more  JCP 2007»
14 years 9 months ago
Modelling Internet End-to-End Loss Behaviors: A Congestion Control Perspective
— This paper proposes a new approach to modelling and controlling Internet end-to-end loss behaviours. Rather than select the model structure from the loss observations as being ...
Vinh Bui, Weiping Zhu, Ruhul A. Sarker
INFSOF
2006
129views more  INFSOF 2006»
14 years 9 months ago
An interactive service customization model
: Mass customization has become one of the key strategies for a service provider to differentiate itself from its competitors in a highly segmented global service market. This pape...
Jian Cao, Jie Wang, Kincho H. Law, Shen-sheng Zhan...