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From Paco Nathan <cet...@gmail.com>
Subject Re: ML Algos
Date Sat, 17 Aug 2013 19:32:07 GMT
+1 ADMM

Also, in terms of commercial adoption, is support for PMML on the roadmap?


On Sat, Aug 17, 2013 at 11:41 AM, Ameet Talwalkar
<ameet@eecs.berkeley.edu>wrote:

> Thanks for the clarification!  Yes, we aim to add ADMM to MLI in the
> upcoming months.
>
>
> On Sat, Aug 17, 2013 at 11:34 AM, Gowtham N <gowtham.n.mail@gmail.com>wrote:
>
>> Yes. It is the Stanford optimization algorithm.
>>
>>
>> On Saturday, August 17, 2013, Nat wrote:
>>
>>> Hi,
>>>
>>> I am tempted to think it is from
>>> http://www.stanford.edu/~boyd/papers/pdf/admm_slides.pdf
>>>
>>>
>>> On Sat, Aug 17, 2013 at 10:26 AM, Ameet Talwalkar <
>>> ameet@eecs.berkeley.edu> wrote:
>>>
>>>> Our upcoming release will include the Alternating Least Squares
>>>> algorithm for Collaborative filtering. There are of course several other
>>>> techniques for CF (e.g., SGD-based, trace-norm, neighborhood methods,
>>>> divide-and-conquer approaches, etc.), and we hope that some of these
>>>> methods will be added, with initial implementations facilitated by the
>>>> high-level abstractions provided by the MLI.
>>>>
>>>> We are looking into adding neural network functionality (as noted in my
>>>> previous email).
>>>>
>>>> Could you explain what you mean by "ADM" -- I'm not familiar with that
>>>> acronym?
>>>>
>>>>
>>>> On Fri, Aug 16, 2013 at 7:37 PM, Gowtham N <gowtham.n.mail@gmail.com>wrote:
>>>>
>>>>> Is anyone working on neural networks, ADM, Collaborative Filtering etc?
>>>>>
>>>>>
>>>>
>>>
>>
>> --
>> Gowtham Natarajan
>>
>
>

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