Assistant researcher
Speciality
Ecuaciones diferenciales - Probabilidad
Scientific discipline
Mathematics
- Mathematics
Topic
Game theory and partial differential equations: regularity and applications
Workplace
INSTITUTO DE INVESTIGACIONES MATEMATICAS "LUIS A. SANTALO"
(IMAS, CONICET-UBA)
Dependencies
- CONSEJO NACIONAL DE INVESTIGACIONES CIENTIFICAS Y TECNICAS
- UNIVERSIDAD DE BUENOS AIRES
- FACULTAD DE CIENCIAS EXACTAS Y NATURALES
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| Address: |
| INTENDENTE GUIRALDES 2160, C1428EGA - Capital Federal - Argentina |
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Summary
Information provided by the agent in
SIGEVA
My research interests are partial differential equations, game theory, stochastic processes, and machine learning. My work is mainly motivated by the study of Tug-of-War games, which have recently led to a new chapter in the rich history of results connecting differential equations and probability theory. I study the games themselves, as well as associated problems and applications, including their connections to machine learning, particularly in the context of learning on graphs and game-theor...
My research interests are partial differential equations, game theory, stochastic processes, and machine learning. My work is mainly motivated by the study of Tug-of-War games, which have recently led to a new chapter in the rich history of results connecting differential equations and probability theory. I study the games themselves, as well as associated problems and applications, including their connections to machine learning, particularly in the context of learning on graphs and game-theoretic approaches to data analysis.
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Lines of Investigation
PDE
Natural and exact sciences
- Mathematics
- Applied mathematics
Key Words
Ecuaciones diferenciales parcialesteoría de juegosprocesos estocásticosaprendizaje automáticopartial differential equationsgame theorystochastic processesmachine learning
Education
2014 - 2018
Doctor en Ciencias Matemáticas
UNIVERSIDAD DE BUENOS AIRES
2008 - 2014
Licenciado en Ciencias Matemáticas
FACULTAD DE CIENCIAS EXACTAS Y NATURALES, UNIVERSIDAD DE BUENOS AIRES
Co-directed by:
ACOSTA RODRIGUEZ, GABRIEL
Scientific Research Career at CONICET
ACOSTA RODRIGUEZ, Gabriel
Scientific Research Career at CONICET
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