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┴ngel Alexander Cabrera
┴ngel 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
┴A Cabrera, W Epperson, F Hohman, M Kahng, J Morgenstern, DH Chau
IEEE Conference on Visual Analytics Science and Technology (VAST), 46-56, 2019
2062019
Regularizing black-box models for improved interpretability
G Plumb, M Al-Shedivat, ┴A Cabrera, A Perer, E Xing, A Talwalkar
Advances in Neural Information Processing Systems 33 (NeurIPS), 2020
622020
Designing Alternative Representations of Confusion Matrices to Support Non-Expert Public Understanding of Algorithm Performance
H Shen, H Jin, ┴A Cabrera, A Perer, H Zhu, JI Hong
Proceedings of the ACM on Human-Computer Interaction 4 (CSCW), 2020
552020
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
542021
Symphony: Composing Interactive Interfaces for Machine Learning
A Bńuerle*, ┴A Cabrera*, F Hohman, M Maher, D Koski, X Suau, T Barik, ...
ACM Conference on Human Factors in Computing Systems (CHI), 2022
512022
Discovering and Validating AI Errors With Crowdsourced Failure Reports
┴A Cabrera, A Druck, JI Hong, A Perer
Proceedings of the ACM on Human-Computer Interaction 5 (CSCW), 2021
462021
Zeno: An Interactive Framework for Behavioral Evaluation of Machine Learning
┴A Cabrera, E Fu, D Bertucci, K Holstein, A Talwalkar, JI Hong, A Perer
ACM Conference on Human Factors in Computing Systems (CHI), 2023
352023
What Did My AI Learn? How Data Scientists Make Sense of Model Behavior
┴A Cabrera, MT Ribeiro, B Lee, R DeLine, A Perer, SM Drucker
ACM Transactions on Computer-Human Interaction (TOCHI), 2022
332022
Improving Human-AI Collaboration with Descriptions of AI Behavior
┴A Cabrera, A Perer, JI Hong
Proceedings of the ACM on Human-Computer Interaction 6 (CSCW), 2023
262023
An In-depth Look at Gemini's Language Abilities
SN Akter, Z Yu, A Muhamed, T Ou, A Bńuerle, ┴A Cabrera, K Dholakia, ...
arXiv preprint arXiv:2312.11444, 2023
112023
Interactive Classification for Deep Learning Interpretation
┴A Cabrera, F Hohman, J Lin, DH Chau
Conference on Computer Vision and Pattern Recognition (CVPR), Demo, 2018
102018
Where Does My Model Underperform? A Human Evaluation of Slice Discovery Algorithms
N Johnson, ┴A Cabrera, G Plumb, A Talwalkar
Proceedings of the AAAI Conference on Human Computation and Crowdsourcing 11á…, 2023
42023
Evaluating Systemic Error Detection Methods using Synthetic Images
G Plumb, N Johnson, ┴A Cabrera, MT Ribeiro, A Talwalkar
International Conference on Machine Learning (ICML), Workshop on Spuriousá…, 2022
32022
"Public(s)-in-the-Loop": Facilitating Deliberation of Algorithmic Decisions in Contentious Public Policy Domains
H Shen, ┴A Cabrera, A Perer, J Hong
ACM Conference on Human Factors in Computing Systems (CHI), Fair andá…, 2020
32020
Supporting User Engagement in Testing, Auditing, and Contesting AI
WH Deng, MS Lam, ┴A Cabrera, D Metaxa, M Eslami, K Holstein
Companion Publication of the 2023 Conference on Computer Supportedá…, 2023
22023
Towards a More Rigorous Science of Blindspot Discovery in Image Classification Models
G Plumb, N Johnson, ┴A Cabrera, A Talwalkar
arXiv preprint arXiv:2207.04104, 2022
22022
Discovery of Intersectional Bias in Machine Learning Using Automatic Subgroup Generation
┴A Cabrera, M Kahng, F Hohman, J Morgenstern, DH Chau
International Conference on Learning Representations (ICLR), Workshop oná…, 2019
12019
Behavior-Driven AI Development
┴A Cabrera
UC Berkeley, 2024
2024
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