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Kush R. Varshney · Study
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Author
Kush R. Varshney
31 works
· latest 2024
· 2 institutions
cluster: provisional
ORCID 0000-0002-7376-5536
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31
Citations
4,115
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Most cited in this library
AI Fairness 360: An extensible toolkit for detecting and mitigating algorithmic bias
2019 · 884 citations
Optimized Pre-Processing for Discrimination Prevention
2017 · 459 citations
AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic Bias
2018 · 437 citations
FactSheets: Increasing trust in AI services through supplier's declarations of conformity
2019 · 434 citations
Socially Responsible AI Algorithms: Issues, Purposes, and Challenges
2021 · 261 citations
Works
31 shown
Towards Healthy AI: Large Language Models Need Therapists Too
Workshop on Trustworthy Natural Language Processing (TrustNLP)
·
2024
·
4 authors
·
other
·
Open access
29
citations
Trustworthy AI and the Logics of Intersectional Resistance
ACM Conference on Fairness, Accountability, and Transparency (FAccT)
·
2023
·
4 authors
·
other
·
Open access
20
citations
Causal Feature Selection for Algorithmic Fairness
ACM SIGMOD International Conference on Management of Data (SIGMOD)
·
2022
·
4 authors
·
other
·
Open access
31
citations
Deciding Fast and Slow: The Role of Cognitive Biases in AI-assisted Decision-making
Proceedings of the ACM on Human-Computer Interaction
·
2022
·
6 authors
·
Open access
193
citations
Socially Responsible AI Algorithms: Issues, Purposes, and Challenges
Journal of Artificial Intelligence Research
·
2021
·
3 authors
·
Open access
261
citations
Socially Responsible AI Algorithms: Issues, Purposes, and Challenges
arXiv (Cornell University)
·
2021
·
3 authors
·
preprint
·
Open access
33
citations
Joint Optimization of AI Fairness and Utility: A Human-Centered Approach
arXiv (Cornell University)
·
2020
·
3 authors
·
preprint
·
Open access
34
citations
Data Augmentation for Discrimination Prevention and Bias Disambiguation
Proceedings of the AAAI/ACM Conference on AI Ethics and Society
·
2020
·
6 authors
·
other
94
citations
How Data ScientistsWork Together With Domain Experts in Scientific Collaborations
Proceedings of the ACM on Human-Computer Interaction
·
2019
·
7 authors
·
Open access
132
citations
Is There a Trade-Off Between Fairness and Accuracy? A Perspective Using Mismatched Hypothesis Testing
arXiv (Cornell University)
·
2019
·
6 authors
·
preprint
·
Open access
71
citations
AI Fairness 360: An extensible toolkit for detecting and mitigating algorithmic bias
IBM Journal of Research and Development
·
2019
·
18 authors
884
citations
FactSheets: Increasing trust in AI services through supplier's declarations of conformity
IBM Journal of Research and Development
·
2019
·
9 authors
·
Open access
434
citations
Fairness GAN: Generating datasets with fairness properties using a generative adversarial network
IBM Journal of Research and Development
·
2019
·
4 authors
133
citations
Think Your Artificial Intelligence Software Is Fair? Think Again
IEEE Software
·
2019
·
17 authors
37
citations
Bias Mitigation Post-processing for Individual and Group Fairness
IEEE International Conference on Acoustics Speech and Signal Processing
·
2019
·
6 authors
·
other
135
citations
Fair Transfer Learning with Missing Protected Attributes
Proceedings of the AAAI/ACM Conference on AI Ethics and Society
·
2019
·
7 authors
·
other
·
Open access
79
citations
A big data approach to computational creativity: The curious case of Chef Watson
IBM Journal of Research and Development
·
2019
·
6 authors
48
citations
AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic Bias
arXiv (Cornell University)
·
2018
·
18 authors
·
preprint
·
Open access
437
citations
Increasing Trust in AI Services through Supplier's Declarations of Conformity
arXiv (Cornell University)
·
2018
·
7 authors
·
preprint
·
Open access
41
citations
Data Pre-Processing for Discrimination Prevention: Information-Theoretic Optimization and Analysis
IEEE Journal of Selected Topics in Signal Processing
·
2018
·
5 authors
33
citations
Dataflow representation of data analyses: Toward a platform for collaborative data science
IBM Journal of Research and Development
·
2017
·
5 authors
15
citations
On the Safety of Machine Learning: Cyber-Physical Systems, Decision Sciences, and Data Products
Big Data
·
2017
·
2 authors
·
Open access
212
citations
Optimized Data Pre-Processing for Discrimination Prevention
arXiv (Cornell University)
·
2017
·
4 authors
·
preprint
·
Open access
37
citations
Optimized Pre-Processing for Discrimination Prevention
neural information processing systems
·
2017
·
5 authors
459
citations
Decision Making With Quantized Priors Leads to Discrimination
Proceedings of the IEEE
·
2016
·
2 authors
16
citations
Optigrow: People Analytics for Job Transfers
IEEE International Congress on Big Data (BigData Congress)
·
2015
·
3 authors
·
other
36
citations
Predicting employee expertise for talent management in the enterprise
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
·
2014
·
5 authors
·
other
42
citations
Prescriptive Analytics for Allocating Sales Teams to Opportunities
IEEE ... International Conference on Data Mining workshops
·
2013
·
4 authors
·
other
28
citations
Flavor Pairing in Medieval European Cuisine: A Study in Cooking with Dirty Data
arXiv (Cornell University)
·
2013
·
2 authors
·
preprint
·
Open access
37
citations
Cognition as a part of computational creativity
IEEE International Conference on Cognitive Informatics
·
2013
·
5 authors
·
other
47
citations
An Analytics Approach for Proactively Combating Voluntary Attrition of Employees
IEEE ... International Conference on Data Mining workshops
·
2012
·
7 authors
·
other
27
citations