AdvOL Student Seminars and Defences
Adrian Burlacu,September 19, 2017, 15:30-16:00, ITB 201
Speaker:   Adrian Burlacu

Title:  Minimized asynchronous scalable domain transactions
 
AdvOL Optimization Seminars
Reza Samavi, September 19, 2017, 16:30-17:30, ITB 201
Speaker:   Reza Samavi
Department of Computing and Software
McMaster University

Title:  Optimizing data utility with privacy constraints
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Fields Institute Industrial Optimization Seminar, June 6, 2017
Speakers:   Yuriy Zinchenko (University of Calgarys)
Pooyan Shirvani (TD Bank)

On the first Tuesday of each month, the Industrial Optimization Seminar is held at the Fields Institute. See the seminar series website for further information.
 
Home arrow Seminars arrow Invited seminars arrow Michael Metel, May 16, 2017, 16:30-17:30, ITB 201
Sunday, 24 September 2017
 
 
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Michael Metel, May 16, 2017, 16:30-17:30, ITB 201
Speaker:   Michael Metel
Laboratoire de Recherche en Informatique
Université Paris Sud

Title:  Mini-batch stochastic gradient descent with dynamic sample and step sizes

In this presentation we will look at stochastic gradient descent and its variants, with a particular focus on the mini-batch implementation. Basic convergence results will be presented as well as an overview of the current research done on dynamically chosen sample sizes. New sample and step size rules will be presented as well as a preliminary study examining the usefulness of the mini-batch methodology in an industrial application.
 
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