Prasanna Sattigeri
Publications by Year
Research Areas
Explainable Artificial Intelligence (XAI), Adversarial Robustness in Machine Learning, Topic Modeling, Ethics and Social Impacts of AI, Domain Adaptation and Few-Shot Learning
Most-Cited Works
- → AI Fairness 360: An extensible toolkit for detecting and mitigating algorithmic bias(2019)761 cited
- → AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic Bias(2018)265 cited
- → One Explanation Does Not Fit All: A Toolkit and Taxonomy of AI Explainability Techniques(2019)263 cited
- → Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty(2021)191 cited
- → AR-Net: Adaptive Frame Resolution for Efficient Action Recognition(2020)146 cited
- → Fairness GAN: Generating datasets with fairness properties using a generative adversarial network(2019)134 cited
- → Variational Inference of Disentangled Latent Concepts from Unlabeled\n Observations(2017)125 cited
- → Co-regularized Alignment for Unsupervised Domain Adaptation(2018)118 cited
- → Semi-supervised Learning with GANs: Manifold Invariance with Improved Inference(2017)83 cited