Engineering Fair Machine Learning Pipelines
- Martin Hirzel
- Kiran Kate
- et al.
- 2021
- ICLR 2021
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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37 results at ICLR 2021
Towards creativity characterization of generative models via group-based subset scanning
- Celia Cintas
- Payel Das
- et al.
- 2021
- ICLR 2021
Gi and Pal Scores: Deep Neural Network Generalization Statistics
- Yair Schiff
- Brian Quanz
- et al.
- 2021
- ICLR 2021
Voice2Series: Reprogramming Acoustic Models for Time Series Classification
- Huck Yang
- Yun Yun Tsai
- et al.
- 2021
- ICLR 2021
Towards Interpreting Zoonotic Potential of Betacoronavirus Sequences with Attention
- Kahini Wadhawan
- Payel Das
- et al.
- 2021
- ICLR 2021
Simple Transparent Adversarial Examples
- Jaydeep Borkar
- Pin-Yu Chen
- 2021
- ICLR 2021
Learning to Act: Novel Integration of Algorithms and Models for Epidemic Preparedness
- Sekou L. Remy
- Oliver Bent
- 2021
- ICLR 2021
Fairly Estimating Socioeconomic Status Under Costly Feature Acquisition
- Ritika Brahmadesam
- Kush R. Varshney
- 2021
- ICLR 2021
Towards an Observationally Meaningful, Explainable Emulator for the Boussinesq equation
- 2021
- ICLR 2021
Adversarial Data Augmentation Improves Unsupervised Machine Learning
- Chia-Yi Hsu
- Pin-Yu Chen
- et al.
- 2021
- ICLR 2021