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# Monthly Archives: June 2016

## ICML posters available!

The third one is mentioned in this blog post. The other two are coming! PS: the video of the three talks are on YouTube now. Advertisements

Posted in Optimization
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## Coordinate Descent in One Line, or Three if Accelerated

When minimizing a convex function using first-order methods, if fullĀ gradients are too costly to compute atĀ each iteration, there are two alternatives that can reduce this per-iteration cost. One is to use a (random) coordinate gradient , and the other is … Continue reading

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## How to solve classification and regression fast, faster, and fastest

I am often asked what is the best algorithm to solve SVM, to solve Lasso Regression, to solve Logistic Regression, etc. At the same time, a growing number of first-order methods have been recently proposed, making even experts hard to … Continue reading

Posted in Optimization
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