13 citations · 24 across the 7 of their papers we have counts for
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stat.ML2017
Kernel clustering: density biases and solutions
Dmitrii Marin, Meng Tang, Ismail Ben Ayed +1
Kernel methods are popular in clustering due to their generality and discriminating power. However, we show that many kernel clustering criteria have density biases theoretically e…
cs.CV2017
Efficient optimization for Hierarchically-structured Interacting Segments (HINTS)
Hossam Isack, Olga Veksler, Ipek Oguz +2
We propose an effective optimization algorithm for a general hierarchical segmentation model with geometric interactions between segments. Any given tree can specify a partial orde…