Следене
Catarina Belem
Catarina Belem
PhD Student @ UCI, Ex-Feedzai
Потвърден имейл адрес: uci.edu - Начална страница
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Позовавания
Година
How can I choose an explainer? An application-grounded evaluation of post-hoc explanations
S Jesus, C Belém, V Balayan, J Bento, P Saleiro, P Bizarro, J Gama
Proceedings of the 2021 ACM conference on fairness, accountability, and …, 2021
108*2021
On the Impact of Machine Learning. Architecture without Architects?
C Belém, L Santos, A Leitão
Proceedings of the 18th International CAAD Futures Conference, 148-167, 2019
37*2019
Promoting fairness through hyperparameter optimization
AF Cruz, P Saleiro, C Belém, C Soares, P Bizarro
2021 IEEE International Conference on Data Mining (ICDM), 1036-1041, 2021
182021
Optimization of Time-Consuming Objective Functions: Derivative-Free Approaches and their Application in Architecture
C Belém
Instituto Superior Técnico, Universidade de Lisboa, 2019
11*2019
Case Studies on the Integration of Algorithmic Design Processes in Traditional Design Workflows
I Caetano, G Ilunga, C Belém, R Aguiar, S Feist, F Bastos, A Leitão
Learning, Adapting and Prototyping: Proceedings of the 23rd CAADRIA …, 2018
112018
Fairgbm: Gradient boosting with fairness constraints
AF Cruz, C Belém, S Jesus, J Bravo, P Saleiro, P Bizarro
arXiv preprint arXiv:2209.07850, 2022
102022
From Design to Optimized Design: An algorithmic-based approach
C Belém, A Leitão
Proceedings of the 36th eCAADe Conference 2, 549-558, 2018
102018
Escaping Evolution: A study on Multi-Objective Optimization
I Pereira, C Belém, A Leitão
Proceedings of the 25th International Conference of the Association for …, 2020
92020
Conflicting Goals in Architecture: A Study on Multi-Objective Optimisation
C Belém, A Leitão
Proceeding of the 24th CAADRIA Conference. CAADRIA, 453-461, 2019
82019
Optimizing Exhibition Spaces-A Multi-Objective Approach
I Pereira, C Belém, A Leitão
Architecture in the Age of the 4th Industrial Revolution - Proceedings of …, 2019
72019
Weakly supervised multi-task learning for concept-based explainability
C Belém, V Balayan, P Saleiro, P Bizarro
arXiv preprint arXiv:2104.12459, 2021
62021
Teaching the Machine to Explain Itself using Domain Knowledge
V Balayan, P Saleiro, C Belém, L Krippahl, P Bizarro
NeurIPS 2020 HAMLETS Workshop, 2020
52020
Weakly supervised multi-task learning for concept-based explainability
CG Belém, V Balayan, P dos Santos Saleiro, PGSR Bizarro
US Patent 11,544,471, 2023
42023
A bandit-based algorithm for fairness-aware hyperparameter optimization
AF Cruz, P Saleiro, C Belém, C Soares, P Bizarro
arXiv preprint arXiv:2010.03665, 2020
32020
The Calibration Gap between Model and Human Confidence in Large Language Models
M Steyvers, H Tejeda, A Kumar, C Belem, S Karny, X Hu, L Mayer, ...
arXiv preprint arXiv:2401.13835, 2024
12024
Are Models Biased on Text without Gender-related Language?
CG Belém, P Seshadri, Y Razeghi, S Singh
The Twelfth International Conference on Learning Representations, 2023
12023
Human-in-the-loop evaluation for explainable artificial intelligence
SGP Jesus, CG Belém, V Balayan, DN Polido, JPB Sousa, J Carvalhais, ...
US Patent App. 17/382,075, 2022
12022
Algorithmic design and performance analysis of adaptive facades
H Martinho, C Belém, A Leitão, R Loonen, MG Gomes
24th International Conference of the Association for Computer-Aided …, 2019
12019
Obtaining a generated dataset with a predetermined bias for evaluating algorithmic fairness of a machine learning model
SGP Jesus, DMR dos Santos Marques, JMPRC Pombal, AMF da Cruz, ...
US Patent 11,734,612, 2023
2023
Constrained optimization for gradient boosting machines
AMF da Cruz, CG Belém, P dos Santos Saleiro, PGSR Bizarro, ...
US Patent App. 17/825,885, 2023
2023
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