Prasanna Sattigeri
Prasanna Sattigeri
IBM Research AI, MIT-IBM Watson AI Lab
Verified email at us.ibm.com - Homepage
Title
Cited by
Cited by
Year
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
165*2018
Variational inference of disentangled latent concepts from unlabeled observations
A Kumar, P Sattigeri, A Balakrishnan
International Conference on Learning Representations (ICLR), 2018
1372018
Semi-supervised learning with gans: Manifold invariance with improved inference
A Kumar, P Sattigeri, T Fletcher
Advances in Neural Information Processing Systems, 5534-5544, 2017
109*2017
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, 9345-9356, 2018
522018
One explanation does not fit all: A toolkit and taxonomy of ai explainability techniques
V Arya, RKE Bellamy, PY Chen, A Dhurandhar, M Hind, SC Hoffman, ...
arXiv preprint arXiv:1909.03012, 2019
382019
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
37*2019
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
302014
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
292018
Electronic-nose for detecting environmental pollutants: Signal processing and analog front-end design
H Kim, B Konnanath, P Sattigeri, J Wang, A Mulchandani, N Myung, ...
Analog Integrated Circuits and Signal Processing 70 (1), 15-32, 2012
242012
Treeview: Peeking into deep neural networks via feature-space partitioning
JJ Thiagarajan, B Kailkhura, P Sattigeri, KN Ramamurthy
arXiv preprint arXiv:1611.07429, 2016
192016
SUPERVISED LOCAL SPARSE CODING OF SUB-IMAGE FEATURES FOR IMAGE RETRIEVAL
JJ Thiagarajan, KN Ramamurthy, P Sattigeri, A Spanias
ICIP 2012, 2012
182012
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
17*2018
A deep learning approach to multiple kernel fusion
H Song, JJ Thiagarajan, P Sattigeri, KN Ramamurthy, A Spanias
2017 IEEE international conference on acoustics, speech and signal …, 2017
172017
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
162017
Learning dictionaries with graph embedding constraints
KN Ramamurthy, JJ Thiagarajan, P Sattigeri, A Spanias
2012 Conference Record of the Forty Sixth Asilomar Conference on Signals …, 2012
152012
Implementation of a fast image coding and retrieval system using a GPU
P Sattigeri, JJ Thiagarajan, KN Ramamurthy, A Spanias
2012 IEEE International Conference on Emerging Signal Processing …, 2012
122012
A scalable feature learning and tag prediction framework for natural environment sounds
P Sattigeri, JJ Thiagarajan, M Shah, KN Ramamurthy, A Spanias
2014 48th Asilomar Conference on Signals, Systems and Computers, 1779-1783, 2014
92014
Ensemble sparse models for image analysis
KN Ramamurthy, JJ Thiagarajan, P Sattigeri, A Spanias
arXiv preprint arXiv:1302.6957, 2013
92013
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
82019
Building Calibrated Deep Models via Uncertainty Matching with Auxiliary Interval Predictors.
JJ Thiagarajan, B Venkatesh, P Sattigeri, PT Bremer
AAAI, 6005-6012, 2020
72020
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Articles 1–20