Optimized score transformation for consistent fair classification
- Dennis Wei
- Karthikeyan Natesan Ramamurthy
- et al.
- 2021
- JMLR
Paper
Publications
31 results for Karthikeyan Natesan Ramamurthy
AI Fairness 360: An extensible toolkit for detecting and mitigating algorithmic bias
- Rachel Bellamy
- Aleksandra Mojsilovic
- et al.
- 2019
- IBM J. Res. Dev
PaperThink Your Artificial Intelligence Software Is Fair? Think Again
- Rachel Bellamy
- Kuntal Dey
- et al.
- 2019
- IEEE Software
PaperFactSheets: Increasing trust in AI services through supplier's declarations of conformity
- Matthew Arnold
- David Piorkowski
- et al.
- 2019
- IBM J. Res. Dev
PaperTopological data analysis of decision boundaries with application to model selection
- Karthikeyan Natesan Ramamurthy
- Kush R. Varshney
- et al.
- 2019
- ICML 2019
Conference paperFair transfer learning with missing protected attributes
- Amanda Coston
- Karthikeyan Natesan Ramamurthy
- et al.
- 2019
- AIES 2019
Conference paperData pre-processing for discrimination prevention: Information-theoretic optimization and analysis
- Flavio Du Pin Calmon
- Dennis Wei
- et al.
- 2018
- IEEE JSTSP
PaperOptimized pre-processing for discrimination prevention
- Flavio Du Pin Calmon
- Dennis Wei
- et al.
- 2017
- NeurIPS 2017
Conference paperHow to foster innovation: A data-driven approach to measuring economic competitiveness
- C. Kuhlman
- Karthikeyan Natesan Ramamurthy
- et al.
- 2017
- IBM J. Res. Dev
PaperLearning Robust Representations for Computer Vision
- Peng Zheng
- Aleksandr Y. Aravkin
- et al.
- 2017
- ICCVW 2017
Conference paper