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Jessica Schrouff
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Articles
9
Evaluating Model Bias Requires Characterizing its Mistakes
15 July 2024 by
Isabela Albuquerque
and
others
Machine Learning
FunBO: Discovering Acquisition Functions for Bayesian Optimization with FunSearch
1 July 2024 by
Virginia Aglietti
and
others
Machine Learning
Mind the Graph When Balancing Data for Fairness or Robustness
25 June 2024 by
Jessica Schrouff
and
others
Machine Learning
Diagnosing failures of fairness transfer across distribution shift in real-world medical settings
10 February 2023 by
Jessica Schrouff
and
others
Machine Learning
,
Computers and Society
Adapting to Latent Subgroup Shifts via Concepts and Proxies
21 December 2022 by
Ibrahim Alabdulmohsin
and
others
Machine Learning
,
Artificial Intelligence
A Reduction to Binary Approach for Debiasing Multiclass Datasets
10 October 2022 by
Ibrahim Alabdulmohsin
and
others
Machine Learning
Healthsheet: Development of a Transparency Artifact for Health Datasets
26 February 2022 by
Negar Rostamzadeh
and
others
Artificial Intelligence
,
Human-Computer Interaction
Concept-based model explanations for Electronic Health Records
8 March 2021 by
Diana Mincu
and
others
Machine Learning
,
Computers and Society
Underspecification Presents Challenges for Credibility in Modern Machine Learning
24 November 2020 by
Alexander D'Amour
and
others
Machine Learning
Inferring Javascript types using Graph Neural Networks
16 May 2019 by
Jessica Schrouff
and
others
Machine Learning
,
Programming Languages
Interpreting weight maps in terms of cognitive or clinical neuroscience: nonsense?
30 April 2018 by
Jessica Schrouff
and
Janaina Mourao-Miranda
Machine Learning
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Machine Learning
Computers and Society
Artificial Intelligence
Human-Computer Interaction
Programming Languages
Software Engineering
