Catarina Belém

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Gradient Boosting

Top Venues

Publications

Mark Steyvers, Heliodoro Tejeda Lemus, Aakriti Kumar, Catarina Belém, Sheer Karny, Xinyue Hu, Lukas Mayer, Padhraic Smyth
The Calibration Gap between Model and Human Confidence in Large Language Models. CoRR (2024)
André Ferreira Cruz, Catarina Belém, João Bravo, Pedro Saleiro, Pedro Bizarro
FairGBM: Gradient Boosting with Fairness Constraints. ICLR (2023)
André Ferreira Cruz, Catarina Belém, João Bravo, Pedro Saleiro, Pedro Bizarro
FairGBM: Gradient Boosting with Fairness Constraints. CoRR (2022)
Catarina Belém, Vladimir Balayan, Pedro Saleiro, Pedro Bizarro
Weakly Supervised Multi-task Learning for Concept-based Explainability. CoRR (2021)
André Ferreira Cruz, Pedro Saleiro, Catarina Belém, Carlos Soares, Pedro Bizarro
Promoting Fairness through Hyperparameter Optimization. CoRR (2021)
André Ferreira Cruz, Pedro Saleiro, Catarina Belém, Carlos Soares, Pedro Bizarro
Promoting Fairness through Hyperparameter Optimization. ICDM (2021)
Sérgio M. Jesus, Catarina Belém, Vladimir Balayan, João Bento, Pedro Saleiro, Pedro Bizarro, João Gama
How can I choose an explainer? An Application-grounded Evaluation of Post-hoc Explanations. CoRR (2021)
Sérgio M. Jesus, Catarina Belém, Vladimir Balayan, João Bento, Pedro Saleiro, Pedro Bizarro, João Gama
How can I choose an explainer?: An Application-grounded Evaluation of Post-hoc Explanations. FAccT (2021)
André Ferreira Cruz, Pedro Saleiro, Catarina Belém, Carlos Soares, Pedro Bizarro
A Bandit-Based Algorithm for Fairness-Aware Hyperparameter Optimization. CoRR (2020)
Vladimir Balayan, Pedro Saleiro, Catarina Belém, Ludwig Krippahl, Pedro Bizarro
Teaching the Machine to Explain Itself using Domain Knowledge. CoRR (2020)