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A powerful principle is to quantify the group behavior of the points, through problem-specific structures, that in turn instruct low-complexity approximations.
Pablo BarcelóInstitute for Mathematical and Computational Engineering, PUC Chile & IMFD Chile & CENIA ChileVerified email at uc.cl. Follow. Mircea Petrache.

Mircea Petrache

Affiliation: Pontifical Catholic University of Chile
Research interests: Deep Learning, Point Configurations, Calculus of Variations, and more
Assistant Professor, Pontificia Catolica Universidad de Chile. Email: mpetrache AT mat.uc.cl. Home-page: https://sites.google.com/site/mircpetrache/home ...
I am interested in Calculus of Variations, PDEs, Geometric Measure Theory, with special emphasis on interactions involving Probability, Optimization and ...
I do mathematics research, recently interested in Data Geometry and its relation with Deep Learning. In the past years, I have been devepopping mathematical ...
Promoting openness in scientific communication and the peer-review process.
675 Followers, 1217 Following, 201 Posts - See Instagram photos and videos from Mircea Petrache (@petrachemircea)
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Doing maths research (geom. analysis, metric geometry, large point configs., opt. transport, etc) since ~2010, deep learning and applied research since ~2020.
Dissertation: Weak Bundle Structures and a Variational Approach to Yang-Mills Lagrangians in Supercritical Dimensions. Advisor 1: Tristan Rivière.
We introduce and study the unconstrained polarization (or Chebyshev) problem which requires to find an N-point configuration that maximizes the minimum value of ...