Sougata Chaudhuri

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University of Michigan

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Ambuj Tewari
47 publications
Bopeng Li
1 publication

Handling Class Imbalance in Link Prediction using Learning to Rank Techniques

We consider the link prediction problem in a partially observed network,...
11/13/2015 ∙ by Bopeng Li, et al. ∙ 0 ∙ share

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Perceptron like Algorithms for Online Learning to Rank

Perceptron is a classic online algorithm for learning a classification f...
08/04/2015 ∙ by Sougata Chaudhuri, et al. ∙ 0 ∙ share

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Perceptron-like Algorithms and Generalization Bounds for Learning to Rank

Learning to rank is a supervised learning problem where the output space...
05/03/2014 ∙ by Sougata Chaudhuri, et al. ∙ 0 ∙ share

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On Lipschitz Continuity and Smoothness of Loss Functions in Learning to Rank

In binary classification and regression problems, it is well understood ...
05/03/2014 ∙ by Ambuj Tewari, et al. ∙ 0 ∙ share

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