Frances Ding
4 papers · 2021–2025 · 2 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
๐
Conference Polyglot
(2)
๐
Interdisciplinary Bridge
๐ฃ
Hot Topic Early Bird
๐
Cross-Pollinator
(14)
Conferences
NIPS (3)
ICML (1)
Top co-authors
Keywords
causal inference
(1)
algorithmic fairness
(1)
statistical testing
(1)
canonical correlation analysis
(1)
feedback loop
(1)
performative prediction
(1)
tabular datum
(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)
neural network representation
(1)
census datum
(1)
causal estimation
(1)
Papers
Generalists vs. Specialists: Evaluating LLMs on Highly-Constrained Biophysical Sequence Optimization Tasks
ICML 2025
Anticipating Performativity by Predicting from Predictions
NIPS 2022
Grounding Representation Similarity Through Statistical Testing
NIPS 2021
Retiring Adult: New Datasets for Fair Machine Learning
NIPS 2021