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Prasanna Sattigeri
Prasanna Sattigeri
IBM Research AI, MIT-IBM Watson AI Lab
Email confirmado em us.ibm.com - Página inicial
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AI Fairness 360: An extensible toolkit for detecting, understanding, and mitigating unwanted algorithmic bias
RKE Bellamy, K Dey, M Hind, SC Hoffman, S Houde, K Kannan, P Lohia, ...
arXiv preprint arXiv:1810.01943, 2018
5342018
Variational inference of disentangled latent concepts from unlabeled observations
A Kumar, P Sattigeri, A Balakrishnan
International Conference on Learning Representations (ICLR), 2018
3942018
AI Fairness 360: An extensible toolkit for detecting and mitigating algorithmic bias
RKE 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, 2019
3322019
AI Explainability 360 Toolkit
V Arya, RKE Bellamy, PY Chen, A Dhurandhar, M Hind, SC Hoffman, ...
Proceedings of the 3rd ACM India Joint International Conference on Data …, 2021
308*2021
Semi-supervised learning with gans: Manifold invariance with improved inference
A Kumar, P Sattigeri, T Fletcher
Advances in neural information processing systems 30, 2017
183*2017
Fairness GAN: Generating datasets with fairness properties using a generative adversarial network
P Sattigeri, SC Hoffman, V Chenthamarakshan, KR Varshney
IBM Journal of Research and Development 63 (4/5), 3: 1-3: 9, 2019
146*2019
Co-regularized alignment for unsupervised domain adaptation
A Kumar, P Sattigeri, K Wadhawan, L Karlinsky, R Feris, B Freeman, ...
Advances in neural information processing systems 31, 2018
1422018
Ar-net: Adaptive frame resolution for efficient action recognition
Y Meng, CC Lin, R Panda, P Sattigeri, L Karlinsky, A Oliva, K Saenko, ...
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
922020
Uncertainty as a form of transparency: Measuring, communicating, and using uncertainty
U 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, 2021
912021
Fairness of classifiers across skin tones in dermatology
NM Kinyanjui, T Odonga, C Cintas, NCF Codella, R Panda, P Sattigeri, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
66*2020
Tafssl: Task-adaptive feature sub-space learning for few-shot classification
M Lichtenstein, P Sattigeri, R Feris, R Giryes, L Karlinsky
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
582020
Understanding unequal gender classification accuracy from face images
V Muthukumar, T Pedapati, N Ratha, P Sattigeri, CW Wu, B Kingsbury, ...
arXiv preprint arXiv:1812.00099, 2018
55*2018
Leveraging latent features for local explanations
R Luss, PY Chen, A Dhurandhar, P Sattigeri, Y Zhang, K Shanmugam, ...
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
54*2021
Optimizing kernel machines using deep learning
H Song, JJ Thiagarajan, P Sattigeri, A Spanias
IEEE transactions on neural networks and learning systems 29 (11), 5528-5540, 2018
542018
Treeview and Disentangled Representations for Explaining Deep Neural Networks Decisions
P Sattigeri, KN Ramamurthy, JJ Thiagarajan, B Kailkhura
2020 54th Asilomar Conference on Signals, Systems, and Computers, 284-288, 2020
49*2020
One explanation does not fit all: A toolkit and taxonomy of ai explainability techniques. arXiv 2019
V Arya, RK Bellamy, PY Chen, A Dhurandhar, M Hind, SC Hoffman, ...
arXiv preprint arXiv:1909.03012, 2022
442022
Adafuse: Adaptive temporal fusion network for efficient action recognition
Y Meng, R Panda, CC Lin, P Sattigeri, L Karlinsky, K Saenko, A Oliva, ...
arXiv preprint arXiv:2102.05775, 2021
412021
Quantitative resolution of nanoparticle sizes using single particle inductively coupled plasma mass spectrometry with the K-means clustering algorithm
X Bi, S Lee, JF Ranville, P Sattigeri, A Spanias, P Herckes, P Westerhoff
Journal of Analytical Atomic Spectrometry 29 (9), 1630-1639, 2014
402014
Think your artificial intelligence software is fair? Think again
RKE Bellamy, K Dey, M Hind, SC Hoffman, S Houde, K Kannan, P Lohia, ...
IEEE Software 36 (4), 76-80, 2019
322019
How to foster innovation: A data-driven approach to measuring economic competitiveness
C Kuhlman, KN Ramamurthy, P Sattigeri, AC Lozano, L Cao, C Reddy, ...
IBM Journal of Research and Development 61 (6), 11: 1-11: 12, 2017
282017
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