Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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135 results for Kush R. Varshney

Interventional fairness with indirect knowledge of unobserved protected attributes
- - Sainyam Galhotra
  - Karthikeyan Shanmugam
  - et al.
- 2021
- Entropy
Ai explainability 360: An extensible toolkit for understanding data and machine learning models
- - Vijay Arya
  - Rachel Bellamy
  - et al.
- 2020
- JMLR
How data scientists work together with domain experts in scientific collaborations: To find the right answer or to ask the right qestion?
- - Yaoli Mao
  - Dakuo Wang
  - et al.
- 2019
- PACM HCI
Fairness GAN: Generating datasets with fairness properties using a generative adversarial network
- - Prasanna Sattigeri
  - Samuel C. Hoffman
  - et al.
- 2019
- IBM J. Res. Dev
FactSheets: Increasing trust in AI services through supplier's declarations of conformity
- - Matthew Arnold
  - David Piorkowski
  - et al.
- 2019
- IBM J. Res. Dev
AI Fairness 360: An extensible toolkit for detecting and mitigating algorithmic bias
- - Rachel Bellamy
  - Aleksandra Mojsilovic
  - et al.
- 2019
- IBM J. Res. Dev
Teaching AI agents ethical values using reinforcement learning and policy orchestration
- - Ritesh Noothigattu
  - Djallel Bouneffouf
  - et al.
- 2019
- IBM J. Res. Dev
Think Your Artificial Intelligence Software Is Fair? Think Again
- - Rachel Bellamy
  - Kuntal Dey
  - et al.
- 2019
- IEEE Software
Confronting data sparsity to identify potential sources of Zika virus spillover infection among primates
- - Barbara A. Han
  - Subhabrata Majumdar
  - et al.
- 2019
- Epidemics
A big data approach to computational creativity: The curious case of Chef Watson
- - Lav R. Varshney
  - Florian Pinel
  - et al.
- 2019
- IBM J. Res. Dev