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10/02/2017
Large-Scale Quadratically Constrained Quadratic Program via Low-Discrepancy Sequences
We consider the problem of solving a large-scale Quadratically Constrain...
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02/13/2016
Constrained Multi-Slot Optimization for Ranking Recommendations
Ranking items to be recommended to users is one of the main problems in ...
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02/09/2016
Large scale multi-objective optimization: Theoretical and practical challenges
Multi-objective optimization (MOO) is a well-studied problem for several...
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11/26/2012
The Interplay Between Stability and Regret in Online Learning
This paper considers the stability of online learning algorithms and its...
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02/14/2012
Smoothing Multivariate Performance Measures
A Support Vector Method for multivariate performance measures was recent...
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09/07/2009