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* Distributed optimization. How efficiently solve a large optimization problem with N cores? We would like to the time to complete the optimization to be N time
by skierscott 10y ago
* Distributed optimization. How efficiently solve a large optimization problem with N cores? We would like to the time to complete the optimization to be N times faster. Hogwild[0] and Hogwild++[1] are (basic) algorithms for this.
* Security. What's my threat model and how should I address it?
[0]:http://pages.cs.wisc.edu/~brecht/papers/hogwildTR.pdf http://pages.cs.wisc.edu/~brecht/papers/hogwildTR.pdf
[1]:http://www.stat.ucdavis.edu/~chohsieh/wildSGD.pdf http://www.stat.ucdavis.edu/~chohsieh/wildSGD.pdf