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comparison ideas.xml @ 96:90144b60033c draft

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author greg
date Tue, 05 Sep 2017 08:47:59 -0400
parents ff4d84a01fa7
children ed15c6ca3c51
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95:ff4d84a01fa7 96:90144b60033c
263 non-parametric technique to automatically determine the number of local cell type clusters and the number of 263 non-parametric technique to automatically determine the number of local cell type clusters and the number of
264 epigenetic states. 264 epigenetic states.
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266 In addition to its improved power, IDEAS has two unique advantages: 266 In addition to its improved power, IDEAS has two unique advantages:
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268 1) **linear time inference** with respect to the number of cell types, which allows it to study hundreds or more cell types jointly 268 1) applies **linear time inference** with respect to the number of cell types, which allows it to study hundreds or more cell types jointly
269 2) use mini-batch training to **improve reproducibility** of the predicted epigenetic states, which is important because genome segmentation is not convex and hence cannot guarantee a global optimal solution. 269 2) uses mini-batch training to **improve reproducibility** of the predicted epigenetic states, which is important because genome segmentation is not convex and hence cannot guarantee a global optimal solution.
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271 ----- 271 -----
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273 **Options** 273 **Options**
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