Sorelle Friedler
5 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
NIPS (2)
EMNLP (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
cooperative game
(2)
shapley value
(2)
feature importance
(2)
energy efficiency
(1)
disentangled representation
(1)
model fine-tuning
(1)
model explanation
(1)
computational cost
(1)
energy consumption
(1)
carbon emission
(1)
feature influence
(1)
model auditing
(1)
environmental impact
(1)
residual analysis
(1)
causal reasoning
(1)
proxy feature
(1)
orthogonal projection
(1)
bert model
(1)
Papers
Feature Responsiveness Scores: Model-Agnostic Explanations for Recourse
ICLR 2025
Energy and Carbon Considerations of Fine-Tuning BERT
EMNLP 2023
Shapley Residuals: Quantifying the limits of the Shapley value for explanations
NIPS 2021
Problems with Shapley-value-based explanations as feature importance measures
ICML 2020
Disentangling Influence: Using disentangled representations to audit model predictions
NIPS 2019