ACMAM 2022: Control and Machine Learning by E. Zuazua

On January 2022 our Head Enrique Zuazua will talk as keynote speaker on “Control and Machine Learning” at the ACMAM 2022 on “Mathematics for Machine Learning” from January 12nd to January 14th, 2022 onsite/virtually workshop of the annual scientific event AIMS-Cameroon Mathematics and its Applications Meeting (ACMAM) organized by AIMS Cameroon Research Center at the AIMS Cameroon Research Center in Limbe South West Region, with the support of the BMBF – Federal Ministry of Education and Research in Germany, DAAD – Deutscher Akademischer Austauschdienst, AIMS – African Institute for Mathematical Sciences Cameroon & South Africa.

ACMAM 2022 – Day 01 – 12 January 2022
Zoom meeting link
Meeting ID: 843 2965 9577 | PIN Code: 000677

ACMAM 2022 – Day 02 – 13 January 2022
Zoom meeting link
Meeting ID: 827 2240 3401 | PIN Code: 931727

ACMAM 2022 – Day 03 – 14 January 2022
Zoom meeting link
Meeting ID: 812 7195 4321 | PIN Code: 098195

This workshop will introduce students and early-career researchers to the current trends in Mathematics (Optimization, Optimal transport, PDEs, Calculus of variations, Mean Field Games, and Optimal control) and its Applications, specifically to the fields of Data Sciences (Machine learning, Neural Network etc.), and will lay out various research interests in the field. It also aimed to create a strong networking environment among academia, industry, and national laboratories.

|| See official event page, complete schedule and scientific program

Plenary talk “Control and Machine Learning” by Enrique Zuazua

January 12th and 13th (10:30H) and January 14th (16:00H)

Abstract. We address some of the problems arising in the modern theory of Machine Learning from a control theoretical perspective. We will mainly focus on the use of control techniques for the analysis of Deep Neural Networks as a tool to address, for instance, the problem of Supervised Learning. We shall also discuss numerical implementation issues and formulate some interesting open problems.

Keynote Speakers

-Harbir Antil (CMAI-George Mason University, USA)
-Alessio Figalli      (ETH, Zurich)
Enrique Zuazua (FAU, Germany)
-Gabriel Peyré (CNRS and Ecole Normale Supérieure, France )
-Marco Cuturi (Google Brain / CREST-ENSAE)
-Quentin Merigot (Université Paris-Saclay)

Guest Speakers

-Mahamadi Warma (CMAI-George Mason University, USA)
-Franca Hoffmann  (Aims-Rwanda, Rwanda)
-Marc Sedjro (Aims-South Africa, South Africa)
-Ralph Chill (Technische Universität Dresden, Germany)
-Olivier Menoukeu Pamen (University of Liverpool, UK)
-Mouhamed Moustapha Fall  (AIMS-Senegal, Senegal)

WHEN?

Enrique Zuazua’s talks:

-Wed. January 12th, 2022 at 10:30H

-Thu. January 13th, 2022 at 10:30H

-Fri. January 14th, 2022 at 16:00H

ACMAM event: Wed. January 12 to Fri. January 14, 2022

WHERE?

On site/online | See official event page

Target Audience

Researchers, Postdocs, PhDs and Master’s students

Registration

-Registration is mandatory. Please register filling out this registration form
Travel support available for students and early researchers
-Questions and concerns should be addressed to Jean-Daniel Djida at researchcenter-conf [at] aims-cameroon.org
-Travel funding is limited and applicants are required to seek alternative sources of funding

|| See official event page, complete schedule and scientific program

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