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Prasanna Sattigeri
Prasanna Sattigeri
IBM Research AI, MIT-IBM Watson AI Lab
Verified email at us.ibm.com - Homepage
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Cited by
Cited by
Year
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
1286*2019
Variational inference of disentangled latent concepts from unlabeled observations
A Kumar, P Sattigeri, A Balakrishnan
International Conference on Learning Representations (ICLR), 2018
5062018
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
469*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
218*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
201*2019
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
1992021
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
1852018
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
1352020
Fairness of classifiers across skin tones in dermatology
NM Kinyanjui, T Odonga, C Cintas, NCF Codella, R Panda, P Sattigeri, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2020
110*2020
Tafssl: Task-adaptive feature sub-space learning for few-shot classification
M Lichtenstein, P Sattigeri, R Feris, R Giryes, L Karlinsky
European Conference on Computer Vision, 522-539, 2020
802020
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
75*2021
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
75*2018
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
63*2020
One explanation does not fit all: a toolkit and taxonomy of AI explainability techniques (2019)
V Arya, RKE Bellamy, PY Chen, A Dhurandhar, M Hind, SC Hoffman, ...
arXiv preprint arXiv:1909.03012, 1909
631909
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
602021
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
602018
OnlineAugment: Online data augmentation with less domain knowledge
Z Tang, Y Gao, L Karlinsky, P Sattigeri, R Feris, D Metaxas
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
542020
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
502014
Optimizing mode connectivity via neuron alignment
N Tatro, PY Chen, P Das, I Melnyk, P Sattigeri, R Lai
Advances in Neural Information Processing Systems 33, 15300-15311, 2020
482020
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
452019
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