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JMLR
2010
161views more  JMLR 2010»
15 years 2 months ago
Dual Averaging Methods for Regularized Stochastic Learning and Online Optimization
We consider regularized stochastic learning and online optimization problems, where the objective function is the sum of two convex terms: one is the loss function of the learning...
Lin Xiao
JUCS
2010
108views more  JUCS 2010»
15 years 2 months ago
Extending the Methods for Computing the Importance of Entity Types in Large Conceptual Schemas
: Visualizing and understanding large conceptual schemas requires the use of specific methods. These methods generate clustered, summarized, or focused schemas that are easier to v...
Antonio Villegas, Antoni Olivé
JUCS
2010
115views more  JUCS 2010»
15 years 2 months ago
Redundant Relations in Relational Databases: A Model Theoretic Perspective
: We initiate in this work the study of a sort of redundancy problem revealed by what we call redundant relations. Roughly, we define a redundant relation in a database instance (d...
Flavio Antonio Ferrarotti, Alejandra Lorena Paolet...
MKTSCI
2010
140views more  MKTSCI 2010»
15 years 2 months ago
Demand Estimation with Social Interactions and the Implications for Targeted Marketing
The role that social interactions play in the purchase decisions of consumers is of growing interest to marketers. Consumers' decisions not only depend on information they re...
Wesley R. Hartmann
NAR
2010
116views more  NAR 2010»
15 years 2 months ago
The European Bioinformatics Institute's data resources
As the amount of biological data grows, so does the need for biologists to store and access this information in central repositories in a free and unambiguous manner. The European...
Catherine Brooksbank, Graham Cameron, Janet M. Tho...