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Apr 16, 2014 at 4:32 vote accept XiMS
Apr 15, 2014 at 5:53 comment added XiMS Thanks, guys. This is quite helpful! I am reading the docs you pointed out.
Apr 14, 2014 at 22:36 comment added Suvrit Indeed Cristóbal: I just commented to point out one more small addition to your already nice answer :-)
Apr 14, 2014 at 14:28 comment added Cristóbal Guzmán Suvrit: that is indeed true, but I wanted to point out that computing Prox-mappings might not even be necessary by the striking result of Garber and Hazan. Also I thought it was necessary to explain that complexity theory would probably not give the ultimate answer (e.g., one needs to incorporate the cost of your oracle as well).
Apr 14, 2014 at 9:58 comment added Suvrit Cristobal: as far as I can tell, the problem posed by the OP can be solved with a method that converges at a linear rate (by passing to an ADMM procedure to "easily" handle the linear constraints).
Apr 13, 2014 at 22:57 history answered Cristóbal Guzmán CC BY-SA 3.0