Difference between revisions of "SC²S Colloquium - November 18, 2015"

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(Created page with "{| class="wikitable" |- | '''Date:''' || November 18, 2015 |- | '''Room:''' || 02.07.023 |- | '''Time:''' || 3:00 pm, s.t. |- |} == Karthikeya Sampa Subbarao: Elastic Machine...")
 
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== Karthikeya Sampa Subbarao: Elastic Machine Learning with Multivariate Extrapolation ==
 
Large scale machine learning (ML) often requires flexible specification of ML algorithms
 
for dynamic scaling, depending on the availability of resources. In this paper,
 
we introduce a grid-based technique for regression, which allows dynamic resource utilization and
 
provides the capability to compute the best possible result at a given point of time. We try to provide the foundation for developing an approach to be implemented in a parallel framework with dynamic resource allocation.
 
  
  

Revision as of 15:09, 26 October 2015

Date: November 18, 2015
Room: 02.07.023
Time: 3:00 pm, s.t.