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Ángel Alexander Cabrera
Ángel Alexander Cabrera
Other namesAlex Cabrera
Verified email at cmu.edu - Homepage
Title
Cited by
Cited by
Year
FairVis: Visual analytics for discovering intersectional bias in machine learning
ÁA Cabrera, W Epperson, F Hohman, M Kahng, J Morgenstern, DH Chau
IEEE Conference on Visual Analytics Science and Technology (VAST), 46-56, 2019
1852019
Regularizing black-box models for improved interpretability
G Plumb, M Al-Shedivat, ÁA Cabrera, A Perer, E Xing, A Talwalkar
Advances in Neural Information Processing Systems 33 (NeurIPS), 2020
592020
Designing Alternative Representations of Confusion Matrices to Support Non-Expert Public Understanding of Algorithm Performance
H Shen, H Jin, ÁA Cabrera, A Perer, H Zhu, JI Hong
Proceedings of the ACM on Human-Computer Interaction 4 (CSCW), 2020
502020
An open repository of real-time COVID-19 indicators
A Reinhart, L Brooks, M Jahja, A Rumack, J Tang, S Agrawal, W Al Saeed, ...
Proceedings of the National Academy of Sciences (PNAS) 118 (51), 2021
472021
Symphony: Composing Interactive Interfaces for Machine Learning
A Bäuerle*, ÁA Cabrera*, F Hohman, M Maher, D Koski, X Suau, T Barik, ...
ACM Conference on Human Factors in Computing Systems (CHI), 2022
462022
Discovering and Validating AI Errors With Crowdsourced Failure Reports
ÁA Cabrera, A Druck, JI Hong, A Perer
Proceedings of the ACM on Human-Computer Interaction 5 (CSCW), 2021
362021
What Did My AI Learn? How Data Scientists Make Sense of Model Behavior
ÁA Cabrera, MT Ribeiro, B Lee, R DeLine, A Perer, SM Drucker
ACM Transactions on Computer-Human Interaction (TOCHI), 2022
252022
Zeno: An Interactive Framework for Behavioral Evaluation of Machine Learning
ÁA Cabrera, E Fu, D Bertucci, K Holstein, A Talwalkar, JI Hong, A Perer
ACM Conference on Human Factors in Computing Systems (CHI), 2023
202023
Improving Human-AI Collaboration with Descriptions of AI Behavior
ÁA Cabrera, A Perer, JI Hong
Proceedings of the ACM on Human-Computer Interaction 6 (CSCW), 2023
152023
Interactive Classification for Deep Learning Interpretation
ÁA Cabrera, F Hohman, J Lin, DH Chau
Conference on Computer Vision and Pattern Recognition (CVPR), Demo, 2018
102018
An In-depth Look at Gemini's Language Abilities
SN Akter, Z Yu, A Muhamed, T Ou, A Bäuerle, ÁA Cabrera, K Dholakia, ...
arXiv preprint arXiv:2312.11444, 2023
32023
Evaluating Systemic Error Detection Methods using Synthetic Images
G Plumb, N Johnson, ÁA Cabrera, MT Ribeiro, A Talwalkar
International Conference on Machine Learning (ICML), Workshop on Spurious …, 2022
32022
"Public(s)-in-the-Loop": Facilitating Deliberation of Algorithmic Decisions in Contentious Public Policy Domains
H Shen, ÁA Cabrera, A Perer, J Hong
ACM Conference on Human Factors in Computing Systems (CHI), Fair and …, 2020
32020
Where Does My Model Underperform? A Human Evaluation of Slice Discovery Algorithms
N Johnson, ÁA Cabrera, G Plumb, A Talwalkar
Proceedings of the AAAI Conference on Human Computation and Crowdsourcing 11 …, 2023
12023
Towards a More Rigorous Science of Blindspot Discovery in Image Classification Models
G Plumb, N Johnson, ÁA Cabrera, A Talwalkar
arXiv preprint arXiv:2207.04104, 2022
12022
Discovery of Intersectional Bias in Machine Learning Using Automatic Subgroup Generation
ÁA Cabrera, M Kahng, F Hohman, J Morgenstern, DH Chau
International Conference on Learning Representations (ICLR), Workshop on …, 2019
12019
Supporting User Engagement in Testing, Auditing, and Contesting AI
WH Deng, MS Lam, ÁA Cabrera, D Metaxa, M Eslami, K Holstein
Companion Publication of the 2023 Conference on Computer Supported …, 2023
2023
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