Sorelle Friedler
5 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird
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Keyword Pioneer
Venues
Top co-authors
Research topics
Keywords
feature importance
(3)
cooperative game
(2)
model explanation
(2)
shapley value
(2)
energy efficiency
(1)
disentangled representation
(1)
model fine-tuning
(1)
computational cost
(1)
energy consumption
(1)
carbon emission
(1)
feature influence
(1)
model auditing
(1)
environmental impact
(1)
consumer protection
(1)
residual analysis
(1)
causal reasoning
(1)
proxy feature
(1)
orthogonal projection
(1)
bert model
(1)
feature attribution
(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
NeurIPS 2021
Problems with Shapley-value-based explanations as feature importance measures
ICML 2020
Disentangling Influence: Using disentangled representations to audit model predictions
NeurIPS 2019