Gabriel Coutinho

Gabriel Coutinho

Professor at DCC/UFMG

Teaching, texts and talks

Course notes

Videos

Main courses

  • Teoria dos Grafos (Graph Theory)

  • Pesquisa Operacional (Operations Research)

  • Matemática Discreta (Discrete Mathematics)

  • Computação quântica (Quantum computing)

  • Projeto e Análise de Algoritmos (Algorithms Design and Analysis)

  • Aprendizado profundo - introdução teórica (Deep learning - theoretical introduction)

  • Algebraic combinatorics

    Semesters: 2019

  • Spectral graph theory

    Semesters: 2021, 2025

  • Semidefinite optimization

    Semesters: 2019, 2024

  • Advanced seminars in the mathematical aspects of deep learning

    Semesters: 2023

  • Advanced topics in algebraic combinatorics

    Semesters: 2024

  • Topological methods in combinatorics

    Semesters: 2020

  • Quantum information theory - quantum walks

    Semesters: 2020

Projects

2023OngoingLeadership

PDEG — Computational Mathematics

Inverted tutoring models for special-topic courses in Computational Mathematics, supported by UFMG’s undergraduate teaching programme.

Participants: Gabriel Coutinho, Emanuel Juliano, Pedro Cipriano, Alan Cabral, Kaio Masse; Denise Bulgarelli; Students

Teaching ProjectPrograd / UFMG