Frances Ding
4 papers · 2021–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
Venues
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Research topics
Keywords
causal inference
(1)
algorithmic fairness
(1)
preference learning
(1)
statistical testing
(1)
canonical correlation analysis
(1)
bilevel optimization
(1)
feedback loop
(1)
performative prediction
(1)
tabular data
(1)
model deployment
(1)
domain shift
(1)
treatment effect
(1)
fair machine learning
(1)
fairness criterion
(1)
prediction model
(1)
centered kernel alignment
(1)
representation similarity
(1)
large language model
(1)
neural network representation
(1)
census data
(1)
Papers
Generalists vs. Specialists: Evaluating LLMs on Highly-Constrained Biophysical Sequence Optimization Tasks
ICML 2025
Anticipating Performativity by Predicting from Predictions
NeurIPS 2022
Grounding Representation Similarity Through Statistical Testing
NeurIPS 2021
Retiring Adult: New Datasets for Fair Machine Learning
NeurIPS 2021