Prasanna Sattigeri

Prasanna Sattigeri

IBM Corporation - New York / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 4464926
person_outline Prasanna Sattigeri's MOST POPULAR ARTICLES
1-) AI Fairness 360: An extensible toolkit for detecting and mitigating algorithmic biasRKE Bellamy, K Dey, M Hind, SC Hoffman, S Houde, K Kannan, P Lohia, ...IBM Journal of Research and Development 63 (4/5), 4: 1-4: 15, 20197982019
2-) Variational inference of disentangled latent concepts from unlabeled observationsA Kumar, P Sattigeri, A BalakrishnanInternational Conference on Learning Representations (ICLR), 20183852018
3-) One explanation does not fit all: A toolkit and taxonomy of ai explainability techniquesV Arya, RKE Bellamy, PY Chen, A Dhurandhar, M Hind, SC Hoffman, ...arXiv preprint arXiv:1909.03012, 20194052019
4-) Uncertainty as a form of transparency: Measuring, communicating, and using uncertaintyU Bhatt, J Antorán, Y Zhang, QV Liao, P Sattigeri, R Fogliato, G Melançon, ...Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society, 401-413, 20212662021
5-) Fairness GAN: Generating datasets with fairness properties using a generative adversarial networkP Sattigeri, SC Hoffman, V Chenthamarakshan, KR VarshneyIBM Journal of Research and Development 63 (4/5), 3: 1-3: 9, 2019243*2019