Pedro Henrique Ribeiro

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 5

Top Topics

Selection Strategies

Faster Convergence

Top Venues

Publications

Sisi Shao, Pedro Henrique Ribeiro, Christina Ramirez, Jason H. Moore
A review of feature selection strategies utilizing graph data structures and knowledge graphs. CoRR (2024)
Nicholas Matsumoto, Anil Kumar Saini, Pedro Henrique Ribeiro, Hyunjun Choi, Alena Orlenko, Leo-Pekka Lyytikäinen, Jari O. Laurikka, Terho Lehtimäki, Sandra Batista, Jason H. Moore
Faster Convergence with Lexicase Selection in Tree-based Automated Machine Learning. CoRR (2023)
Nicholas Matsumoto, Anil Kumar Saini, Pedro Henrique Ribeiro, Hyunjun Choi, Alena Orlenko, Leo-Pekka Lyytikäinen, Jari O. Laurikka, Terho Lehtimäki, Sandra Batista, Jason H. Moore
Faster Convergence with Lexicase Selection in Tree-Based Automated Machine Learning. EuroGP (2023)
Pedro Henrique Ribeiro, Anil Kumar Saini, Jay Moran, Nicholas Matsumoto, Hyunjun Choi, Miguel E. Hernandez, Jason H. Moore
TPOT2: A New Graph-Based Implementation of the Tree-Based Pipeline Optimization Tool for Automated Machine Learning. GPTP (2023)
Pedro Henrique Ribeiro, Patryk Orzechowski, Joost Wagenaar, Jason H. Moore
Benchmarking AutoML algorithms on a collection of synthetic classification problems. CoRR (2022)