Bayesian Lasso and multinomial logistic regression on GPU.
We describe an efficient Bayesian parallel GPU implementation of two classic statistical models-the Lasso and multinomial logistic regression. We focus on parallelizing the key components: matrix multiplication, matrix inversion, and sampling from the full conditionals. Our GPU implementations of Ba...
| Հիմնական հեղինակներ: | , |
|---|---|
| Ձևաչափ: | Հոդված |
| Լեզու: | English |
| Հրապարակվել է: |
Public Library of Science (PLoS)
2017-01-01
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| Շարք: | PLoS ONE |
| Առցանց հասանելիություն: | http://europepmc.org/articles/PMC5489220?pdf=render |