Jessica Schrouff
7 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
👥
Mega-Team · Squad
Venues
Top co-authors
Research topics
Keywords
distribution shift
(3)
causal inference
(3)
domain generalization
(2)
unsupervised domain adaptation
(1)
covariate shift
(1)
multi-class classification
(1)
machine learning
(1)
bayesian optimization
(1)
conditional independence
(1)
acquisition function
(1)
data balancing
(1)
spurious correlation
(1)
model deployment
(1)
bias reduction
(1)
demographic parity
(1)
worst-group accuracy
(1)
latent subgroup shift
(1)
concept variable
(1)
proxy variable
(1)
large language model
(1)
Papers
FunBO: Discovering Acquisition Functions for Bayesian Optimization with FunSearch
ICML 2025
Evaluating Model Bias Requires Characterizing its Mistakes
ICML 2024
Mind the Graph When Balancing Data for Fairness or Robustness
NeurIPS 2024
Adapting to Latent Subgroup Shifts via Concepts and Proxies
AISTATS 2023
A Reduction to Binary Approach for Debiasing Multiclass Datasets
NeurIPS 2022
Diagnosing failures of fairness transfer across distribution shift in real-world medical settings
NeurIPS 2022
Underspecification Presents Challenges for Credibility in Modern Machine Learning
JMLR 2022