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111
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CORR
2011
Springer
181views Education» more  CORR 2011»
14 years 2 months ago
SmartInt: Using Mined Attribute Dependencies to Integrate Fragmented Web Databases
Many web databases can be seen as providing partial and overlapping information about entities in the world. To answer queries effectively, we need to integrate the information ab...
Ravi Gummadi, Anupam Khulbe, Aravind Kalavagattu, ...
83
Voted
CORR
2011
Springer
161views Education» more  CORR 2011»
14 years 2 months ago
Doubly Robust Policy Evaluation and Learning
We study decision making in environments where the reward is only partially observed, but can be modeled as a function of an action and an observed context. This setting, known as...
Miroslav Dudík, John Langford, Lihong Li
79
Voted
CORR
2011
Springer
127views Education» more  CORR 2011»
14 years 2 months ago
Generalized Boosting Algorithms for Convex Optimization
Boosting is a popular way to derive powerful learners from simpler hypothesis classes. Following previous work (Mason et al., 1999; Friedman, 2000) on general boosting frameworks,...
Alexander Grubb, J. Andrew Bagnell
CORR
2011
Springer
148views Education» more  CORR 2011»
14 years 2 months ago
Translation of Pronominal Anaphora between English and Spanish: Discrepancies and Evaluation
This paper evaluates the different tasks carried out in the translation of pronominal anaphora in a machine translation (MT) system. The MT interlingua approach named AGIR (Anaph...
Antonio Ferrández, Jesús Peral
CORR
2011
Springer
155views Education» more  CORR 2011»
14 years 1 months ago
The Theory of Intervention Games for Resource Sharing in Wireless Communications
This paper develops a game-theoretic framework for the design and analysis of a new class of incentive schemes called intervention schemes. We formulate intervention games, propos...
Jaeok Park, Mihaela van der Schaar