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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82 results for Fairness, Accountability, Transparency

Designing for Agonism: 12 Workers’ Perspectives on Contesting Technology Futures
- - Felicia Jing
  - Sara Berger
  - et al.
- 2024
- CSCW 2024
Adversarial Robustness of Convolutional Models Learned in the Frequency Domain
- - SUBHAJIT CHAUDHURY
  - Toshihiko Yamasaki
- 2024
- ICASSP 2024
Creating an African American-Sounding TTS: Guidelines, Technical Challenges, and Surprising Evaluations
- - Claudio Santos Pinhanez
  - Raul Fernandez
  - et al.
- 2024
- IUI 2024
Adversarial Auditing of Machine Learning Models under Compound Shift
- - Karan Bhanot
  - Dennis Wei
  - et al.
- 2023
- ESANN 2023
Balancing Social Impact, Opportunities, and Ethical Constraints of Using AI in the Documentation and Vitalization of Indigenous Languages
- - Claudio S. Pinhanez
  - Paulo Cavalin
  - et al.
- 2023
- IJCAI 2023
Stress-Testing Bias Mitigation Algorithms to Understand Fairness Vulnerabilities
- - Karan Bhanot
  - Ioana Baldini
  - et al.
- 2023
- AIES 2023
Making Business Partner Recommendation More Effective: Impacts of Combining Recommenders and Explanations through User Feedback
- - Öznur Alkan
  - Massimiliano Mattetti
  - et al.
- 2021
- ACMIUI-WS 2021
Reliable, Fair and Decentralized Marketplace for Content Sharing Using Blockchain
- - Prabal Banerjee
  - Chander Govindarajan
  - et al.
- 2020
- Blockchain 2020
Verifying individual fairness in machine learning models
- - Philips George John
  - Deepak Vijaykeerthy
  - et al.
- 2020
- UAI 2020
Data augmentation for discrimination prevention and bias disambiguation
- - Shubham Sharma
  - Yunfeng Zhang
  - et al.
- 2020
- AIES 2020