Publications

This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. 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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17 results for Kush Varshney

AI Explainability 360: Impact and Design
- - Vijay Arya
  - Rachel Bellamy
  - et al.
- 2022
- IAAI 2022
CoFrNets: Interpretable Neural Architecture Inspired by Continued Fractions
- - Isha Puri
  - Amit Dhurandhar
  - et al.
- 2021
- NeurIPS 2021
Identifying Factors Associated with Neonatal Mortality in Sub-Saharan Africa using Machine Learning
- - William Ogallo
  - Skyler Speakman
  - et al.
- 2020
- AMIA Annual Symposium 2020
Minimax AUC Fairness: Efficient Algorithm with Provable Convergence
- - Zhenhuan Yang
  - Yan Lok Ko
  - et al.
- 2023
- AAAI 2023
Fair Infinitesimal Jackknife: Mitigating the Influence of Biased Training Data Points Without Refitting
- - Prasanna Sattigeri
  - Soumya Ghosh
  - et al.
- 2022
- NeurIPS 2022
On the Safety of Interpretable Machine Learning: A Maximum Deviation Approach
- - Dennis Wei
  - Rahul Nair
  - et al.
- 2022
- NeurIPS 2022
Equi-Tuning: Group Equivariant Fine-Tuning of Pretrained Models
- - Sourya Basu
  - Prasanna Sattigeri
  - et al.
- 2023
- AAAI 2023
Automated Evaluation of Representation in Dermatology Educational Materials
- - Girmaw Abebe Tadesse
  - Hannah Kim
  - et al.
- 2021
- AAAI 2021
Out-of-Distribution Detection in Dermatology using Input Perturbation and Subset Scanning
- - Hannah Kim
  - Girmaw Abebe Tadesse
  - et al.
- 2021
- KDD 2021
Estimating Skin Tone and Effects on Classification Performance in Dermatology Datasets
- - Newton Kinyanjui
  - Timothy Odonga
  - et al.
- 2019
- NeurIPS 2019