EUROpt 2020: Stream on Advances in mathematical optimization for machine learning

Good morning,

The EUROpt 2020, the annual event of the continuous optimization working group of EURO, will take place in Toulouse, France on July 1-3, 2020. We took this opportunity to organize a stream dedicated to Advances in mathematical optimization for machine learning and data analysis.

This stream invites contributions on all aspects of mathematical optimization (incl. stochastic, nonlinear, nonconvex, multi-objective) applied to large-scale inverse problems, variational inference, nonlinear regression, probabilistic classification as well as nonlinear dimensionality reduction, clustering, and association problems.

Topics include -but are not limited- to

- Formal/theoretical and experimental/numerical studies

- Performance and stability incl. regularization methods

- (Pre-)conditioning methods

- New methodological and algorithmic developments incl. data-driven approaches, approximate/inexact methods

- Exploratory studies related to new research directions

- etc.

You are kindly invited to submit your contribution through the EURO submission system available at http://www.euro-online.org/conf/europt2020/ using the following code 63bf0aa9

Important Dates are:

- Submission: March 1, 2020

- Acceptance notification: March 15, 2020

- Registration deadline: April 15, 2020

- Workshop: July 1-3, 2020

Please do not hesitate to contact us if you would need further information.

Season's greetings,

D.Papadimitriou

Email: [email protected]