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Showing 2013 · cs.LGShow all
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cs.LG2013★ 2 cited
Fenchel Duals for Drifting Adversaries
Suman K Bera, Anamitra R Choudhury, Syamantak Das +2
We describe a primal-dual framework for the design and analysis of online convex optimization algorithms for {\em drifting regret}. Existing literature shows (nearly) optimal drift…
cs.LG2013★ 66 cited
Model-Based Hierarchical Clustering
Shivakumar Vaithyanathan, Byron E Dom
We present an approach to model-based hierarchical clustering by formulating an objective function based on a Bayesian analysis. This model organizes the data into a cluster hierar…