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Catarina Belem
Catarina Belem
PhD Student @ UCI, Ex-Feedzai
Bestätigte E-Mail-Adresse bei uci.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
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
126*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
43*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
242021
Fairgbm: Gradient boosting with fairness constraints
AF Cruz, C Belém, S Jesus, J Bravo, P Saleiro, P Bizarro
arXiv preprint arXiv:2209.07850, 2022
122022
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
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
Teaching the Machine to Explain Itself using Domain Knowledge
V Balayan, P Saleiro, C Belém, L Krippahl, P Bizarro
NeurIPS 2020 HAMLETS Workshop, 2020
82020
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
Weakly supervised multi-task learning for concept-based explainability
C Belém, V Balayan, P Saleiro, P Bizarro
arXiv preprint arXiv:2104.12459, 2021
72021
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
CG Belém, V Balayan, P dos Santos Saleiro, PGSR Bizarro
US Patent 11,544,471, 2023
62023
Hierarchical machine learning model for performing a decision task and an explanation task
V Balayan, P dos Santos Saleiro, CG Belém, PGSR Bizarro
US Patent 11,392,954, 2022
52022
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
32024
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
32023
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
32022
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
Constrained optimization for gradient boosting machines
AMF da Cruz, CG Belém, P dos Santos Saleiro, PGSR Bizarro, ...
US Patent App. 17/825,885, 2023
12023
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
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