tag :: bias fairness

bookmarks (hide)3
display
all
bookmarks only
bookmarks per page
5
10
20
50
100
sort by
added at
title
RSS
BibTeX
XML

1How Can Algorithms Be Biased?
Philosophical Disquisitions Friday, April 8, 2022
3 years ago by @ereidt
show all tags
algorithms
artificialintelligence
bias
fairness
framework
learninganalytics
output
validation
algorithmsartificialintelligencebiasfairnessframeworklearninganalyticsoutputvalidation
(0)
copydelete
- community post
- history of this post
1OHDSI/Aphrodite: [in development]
https://github.com/OHDSI/Aphrodite
3 years ago by @becker
show all tags
fairness
bias
subgroups
subgroup
patient
medicine
heterogeneity
data
package
r
aphrodite
race
fairnessbiassubgroupssubgrouppatientmedicineheterogeneitydatapackageraphroditerace
(0)
copydelete
- community post
- history of this post
1Testing AI fairness in predicting college dropout rate
By Tom Fleischman | June 17, 2021 Cornell Chronicle
3 years ago by @ereidt
show all tags
algorithms
artificialintelligence
bias
drop-out
fairness
highered
learninganalytics
predictivemodeling
algorithmsartificialintelligencebiasdrop-outfairnesshigheredlearninganalyticspredictivemodeling
(0)
copydelete
- community post
- history of this post

⟨⟨
⟨
1
⟩
⟩⟩

publications (hide)16
display
all
publications only
publications per page
5
10
20
50
100
sort by
added at
title
author
publication date
entry type
help for advanced sorting...
RSS
BibTeX
RDF
more...

3It's Not You, It's Me: The Impact of Choice Models and Ranking Strategies on Gender Imbalance in Music Recommendation
A. Ferraro, M. Ekstrand, and C. Bauer. Proceedings of the 18th ACM Conference on Recommender Systems, page 884–889. New York, NY, USA, Association for Computing Machinery, (Oct 8, 2024)
19 days ago by @bauerc
show all tags
bias
choice
fairness
gender
models
music
myown
recommender
recsys
strategies
biaschoicefairnessgendermodelsmusicmyownrecommenderrecsysstrategies
(0)
copydeleteadd this publication to your clipboard
1Strategies for Mitigating Artist Gender Bias in Music Recommendation: A Simulation Study
C. Bauer, and A. Ferraro. Proceedings of the Music Recommender Systems Workshop, Zenodo, (September 2023)
a year ago by @bauerc
show all tags
artists
bias
fairness
music
myown
recsys
artistsbiasfairnessmusicmyownrecsys
(0)
copydeleteadd this publication to your clipboard
1AI, education and ethics – starting a conversation
N. Selwyn. (2021)
3 years ago by @ereidt
show all tags
artificialintelligence
bias
education
ethics
fairness
learninganalytics
artificialintelligencebiaseducationethicsfairnesslearninganalytics
(0)
copydeleteadd this publication to your clipboard
2The Dark Side of Machine Learning Algorithms: How and Why They Can Leverage Bias, and What Can Be Done to Pursue Algorithmic Fairness
M. Vasileva. Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, page 3586--3587. (2020)
3 years ago by @becker
show all tags
fairness
subgroups
subgroup
algorithm
machine
learning
bias
citedby:scholar:count:2
citedby:scholar:timestamp:2021-8-8
fairnesssubgroupssubgroupalgorithmmachinelearningbiascitedby:scholar:count:2citedby:scholar:timestamp:2021-8-8
(0)
copydeleteadd this publication to your clipboard
2Ensuring Fairness in Group Recommendations by Rank-Sensitive Balancing of Relevance
M. Kaya, D. Bridge, and N. Tintarev. Fourteenth ACM Conference on Recommender Systems, page 101-110. ACM, (September 2020)
4 years ago by @brusilovsky
show all tags
bias
fairness
group-recommendation
recommender
recsys2020
biasfairnessgroup-recommendationrecommenderrecsys2020
(0)
copydeleteadd this publication to your clipboard
2Roles for computing in social change.
R. Abebe, S. Barocas, J. Kleinberg, K. Levy, M. Raghavan, and D. Robinson. FAT*, page 252-260. ACM, (2020)
5 years ago by @mgrueter
show all tags
bias
fairness
biasfairness
(0)
copydeleteadd this publication to your clipboard
2Identifying Statistical Bias in Dataset Replication
L. Engstrom, A. Ilyas, S. Santurkar, D. Tsipras, J. Steinhardt, and A. Madry. (2020)cite arxiv:2005.09619.
5 years ago by @kirk86
show all tags
bias
fairness
readings
stats
biasfairnessreadingsstats
(0)
copydeleteadd this publication to your clipboard
3AdaFair: Cumulative Fairness Adaptive Boosting.
V. Iosifidis, and E. Ntoutsi. CIKM, page 781-790. ACM, (2019)
5 years ago by @entoutsi
show all tags
bias
boosting
fairness
myown
biasboostingfairnessmyown
(0)
copydeleteadd this publication to your clipboard
4Fairness-enhancing interventions in stream classification.
V. Iosifidis, T. Tran, and E. Ntoutsi. CoRR, (2019)
5 years ago by @entoutsi
show all tags
bias
fairness
myown
streamclassification
streammining
biasfairnessmyownstreamclassificationstreammining
(0)
copydeleteadd this publication to your clipboard
2FAHT: An Adaptive Fairness-aware Decision Tree Classifier.
W. Zhang, and E. Ntoutsi. IJCAI, page 1480-1486. ijcai.org, (2019)
5 years ago by @entoutsi
show all tags
bias
fairness
myown
streamclassification
streammining
biasfairnessmyownstreamclassificationstreammining
(0)
copydeleteadd this publication to your clipboard
4Fairness-Enhancing Interventions in Stream Classification.
V. Iosifidis, T. Tran, and E. Ntoutsi. DEXA (1), volume 11706 of Lecture Notes in Computer Science, page 261-276. Springer, (2019)
5 years ago by @entoutsi
show all tags
bias
fairness
myown
biasfairnessmyown
(0)
copydeleteadd this publication to your clipboard
3FAE: A Fairness-Aware Ensemble Framework
V. Iosifidis, B. Fetahu, and E. Ntoutsi. inproceedings, IEEE BigData, (December 2019)
5 years ago by @entoutsi
show all tags
bias
fairness
myown
biasfairnessmyown
(0)
copydeleteadd this publication to your clipboard
1Bias in Data-driven AI Systems - An Introductory Survey.
E. Ntoutsi, P. Fafalios, U. Gadiraju, V. Iosifidis, W. Nejdl, M. Vidal, S. Ruggieri, F. Turini, S. Papadopoulos, E. Krasanakis and 13 other author(s). CoRR, (2020)
5 years ago by @entoutsi
show all tags
bias
fairness
myown
biasfairnessmyown
(0)
copydeleteadd this publication to your clipboard
2FAE: A Fairness-Aware Ensemble Framework.
V. Iosifidis, B. Fetahu, and E. Ntoutsi. CoRR, (2020)
5 years ago by @entoutsi
show all tags
bias
fairness
myown
biasfairnessmyown
(0)
copydeleteadd this publication to your clipboard
1Why Fairness Cannot Be Automated: Bridging the Gap Between EU Non-Discrimination Law and AI
S. Wachter, B. Mittelstadt, and C. Russell. (Mar 3, 2020)
5 years ago by @meneteqel
show all tags
European_Union
algorithms
artificial_intelligence
bias
demographic_parity
discrimination
fairness
law
machine_learning
non-discrimination-law
European_Unionalgorithmsartificial_intelligencebiasdemographic_paritydiscriminationfairnesslawmachine_learningnon-discrimination-law
(0)
copydeleteadd this publication to your clipboard
2Inherent Trade-Offs in the Fair Determination of Risk Scores
J. Kleinberg, S. Mullainathan, and M. Raghavan. (2016)cite arxiv:1609.05807Comment: To appear in Proceedings of Innovations in Theoretical Computer Science (ITCS), 2017.
5 years ago by @kirk86
show all tags
bias
calibration
fairness
readings
biascalibrationfairnessreadings
(0)
copydeleteadd this publication to your clipboard

⟨⟨
⟨
1
⟩
⟩⟩

BibSonomy

bookmarks (hide)3
display
all
bookmarks only
bookmarks per page
5
10
20
50
100
sort by
added at
title
RSS
BibTeX
XML

1How Can Algorithms Be Biased?

1OHDSI/Aphrodite: [in development]

1Testing AI fairness in predicting college dropout rate

publications (hide)16
display
all
publications only
publications per page
5
10
20
50
100
sort by
added at
title
author
publication date
entry type
help for advanced sorting...
RSS
BibTeX
RDF
more...

3It's Not You, It's Me: The Impact of Choice Models and Ranking Strategies on Gender Imbalance in Music Recommendation

1Strategies for Mitigating Artist Gender Bias in Music Recommendation: A Simulation Study

1AI, education and ethics – starting a conversation

2The Dark Side of Machine Learning Algorithms: How and Why They Can Leverage Bias, and What Can Be Done to Pursue Algorithmic Fairness

2Ensuring Fairness in Group Recommendations by Rank-Sensitive Balancing of Relevance

2Roles for computing in social change.

2Identifying Statistical Bias in Dataset Replication

3AdaFair: Cumulative Fairness Adaptive Boosting.

4Fairness-enhancing interventions in stream classification.

2FAHT: An Adaptive Fairness-aware Decision Tree Classifier.

4Fairness-Enhancing Interventions in Stream Classification.

3FAE: A Fairness-Aware Ensemble Framework

1Bias in Data-driven AI Systems - An Introductory Survey.

2FAE: A Fairness-Aware Ensemble Framework.

1Why Fairness Cannot Be Automated: Bridging the Gap Between EU Non-Discrimination Law and AI

2Inherent Trade-Offs in the Fair Determination of Risk Scores

browse

related tags

bookmarks (hide)3 displayallbookmarks onlybookmarks per page5102050100 sort byadded attitle RSSBibTeXXML

publications (hide)16 displayallpublications onlypublications per page5102050100 sort byadded attitleauthorpublication dateentry typehelp for advanced sorting... RSSBibTeXRDFmore...

browse

related tags

bookmarks (hide)3
display
all
bookmarks only
bookmarks per page
5
10
20
50
100
sort by
added at
title
RSS
BibTeX
XML

publications (hide)16
display
all
publications only
publications per page
5
10
20
50
100
sort by
added at
title
author
publication date
entry type
help for advanced sorting...
RSS
BibTeX
RDF
more...