Lucas Emanuel Resck

MSc student at FGV EMAp, Rio de Janeiro, Brazil. Seeking PhD opportunities.

prof_pic.jpg

5th floor

190 Praia de Botafogo

Rio de Janeiro 22250

Brazil

Hi there! 👋

I’m a MSc student in Mathematical Modeling at the School of Applied Mathematics of Fundação Getulio Vargas (FGV EMAp), Rio de Janeiro, Brazil, and I’m actively seeking PhD opportunities.

I hold a BSc in Applied Mathematics at FGV EMAp (2021) and I’m a member of the Visual Data Science Lab of FGV EMAp (since 2020), where I develop research in NLP and XAI. In 2022 I visited the Vision, Language, and Learning Lab at Rice University, Houston, to develop research ideas in XAI. I also have experience in projects applying machine learning, NLP, XAI, and data visualization in legal problems.

Research interests:

  • Machine learning
  • Natural language processing
  • Explainable artificial intelligence

news

Jul 10, 2023 I will attend CNMAC 2023 in Bonito, MS, Brazil. CNMAC is one of the most important applied mathematics events in Latin America.
May 3, 2023 LegalVis was finally published in an issue of TVCG!
Apr 27, 2023 Distill n’ Explain was presented at AISTATS 2023, in Valencia, Spain!

selected publications

  1. Distill n’ Explain: explaining graph neural networks using simple surrogates
    Tamara Pereira, Erik Nascimento, Lucas E. ResckDiego Mesquita, and Amauri Souza
    In Proceedings of The 26th International Conference on Artificial Intelligence and Statistics, Apr 2023
  2. LegalVis: Exploring and Inferring Precedent Citations in Legal Documents
    Lucas E. ResckJean R. PoncianoLuis Gustavo Nonato, and Jorge Poco
    IEEE Transactions on Visualization and Computer Graphics, Jun 2023
    Presented at IEEE VIS: Visualization & Visual Analytics 2022. Date of Publication: 18 February 2022