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Sorelle A. Friedler
Full Professor, Haverford College
Joined
December 2017
Names
Sorelle A. Friedler
(Preferred)
,
Sorelle Friedler
Emails
****@cs.haverford.edu
(Confirmed)
,
****@haverford.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
Full Professor
Haverford College
(haverford.edu)
2012
–
Present
Advisors, Relations & Conflicts
PhD Advisor
David Mount
Present
Expertise
fair machine learning
Present
interpretable machine learning
Present
machine learning policy
Present
environmental impact of machine learning
Present
algorithm audits
Present
Publications
Accounting for Stochasticity in Studies of Large Language Model Refusal
Emma Lurie
,
Stephanie Wang
,
Sorelle A. Friedler
,
Danaé Metaxa
Eval Eval @ ACL 2026 Poster
Readers:
Everyone
Feature Responsiveness Scores: Model-Agnostic Explanations for Recourse
Seung Hyun Cheon
,
Anneke Wernerfelt
,
Sorelle Friedler
,
Berk Ustun
ICLR 2025 Poster
Readers:
Everyone
Feature Responsiveness Scores: Model-Agnostic Explanations for Recourse
Seung Hyun Cheon
,
Anneke Wernerfelt
,
Sorelle Friedler
,
Berk Ustun
RegML 2024
Readers:
Everyone
Energy and Carbon Considerations of Fine-Tuning BERT
Xiaorong Wang
,
Clara Na
,
Emma Strubell
,
Sorelle Friedler
,
Sasha Luccioni
EMNLP 2023 Findings
Readers:
Everyone
Shapley Residuals: Quantifying the limits of the Shapley value for explanations
I. Elizabeth Kumar
,
Carlos Scheidegger
,
Suresh Venkatasubramanian
,
Sorelle Friedler
Published: 09 Nov 2021, Last Modified: 05 May 2023
NeurIPS 2021 Poster
Readers:
Everyone
Gaps in Information Access in Social Networks?
Benjamin Fish
,
Ashkan Bashardoust
,
Danah Boyd
,
Sorelle A. Friedler
,
Carlos Scheidegger
,
Suresh Venkatasubramanian
2019 (modified: 12 Nov 2022)
WWW 2019
Readers:
Everyone
Certifying and Removing Disparate Impact
Michael Feldman
,
Sorelle A. Friedler
,
John Moeller
,
Carlos Scheidegger
,
Suresh Venkatasubramanian
2015 (modified: 16 Jul 2019)
KDD 2015
Readers:
Everyone
Co-Authors
Anneke Wernerfelt
Ashkan Bashardoust
Benjamin Fish
Berk Ustun
Carlos Scheidegger
Clara Na
Danah Boyd
Danaé Metaxa
Emma Lurie
Emma Strubell
I. Elizabeth Kumar
John Moeller
Michael Feldman
Sasha Luccioni
Seung Hyun Cheon
Stephanie Wang
Suresh Venkatasubramanian
Xiaorong Wang