2.5k citations · 3.1k across the 16 of their papers we have counts for
Showing 2008 · stat.MLShow all
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stat.ML2008
An information-theoretic derivation of min-cut based clustering
Anil Raj, Chris H. Wiggins
Min-cut clustering, based on minimizing one of two heuristic cost-functions proposed by Shi and Malik, has spawned tremendous research, both analytic and algorithmic, in the graph…
stat.ML2008
A non-negative expansion for small Jensen-Shannon Divergences
Anil Raj, Chris H. Wiggins
In this report, we derive a non-negative series expansion for the Jensen-Shannon divergence (JSD) between two probability distributions. This series expansion is shown to be useful…
stat.ML2008★ 4 cited
Predicting Regional Classification of Levantine Ivory Sculptures: A Machine Learning Approach
Amy Rebecca Gansell, Irene K. Tamaru, Aleks Jakulin +1
Art historians and archaeologists have long grappled with the regional classification of ancient Near Eastern ivory carvings. Based on the visual similarity of sculptures, individu…