| 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 | 245* | 2018 |
| Variational inference of disentangled latent concepts from unlabeled observations A Kumar, P Sattigeri, A Balakrishnan International Conference on Learning Representations (ICLR), 2018 | 166 | 2018 |
| Semi-supervised learning with gans: Manifold invariance with improved inference A Kumar, P Sattigeri, PT Fletcher arXiv preprint arXiv:1705.08850, 2017 | 127* | 2017 |
| Co-regularized alignment for unsupervised domain adaptation A Kumar, P Sattigeri, K Wadhawan, L Karlinsky, R Feris, WT Freeman, ... arXiv preprint arXiv:1811.05443, 2018 | 65 | 2018 |
| 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 | 61 | 2019 |
| 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 | 50* | 2019 |
| 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 | 36 | 2018 |
| 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 | 32 | 2014 |
| 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 | 26 | 2012 |
| 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 | 23* | 2018 |
| Treeview: Peeking into deep neural networks via feature-space partitioning JJ Thiagarajan, B Kailkhura, P Sattigeri, KN Ramamurthy arXiv preprint arXiv:1611.07429, 2016 | 20 | 2016 |
| SUPERVISED LOCAL SPARSE CODING OF SUB-IMAGE FEATURES FOR IMAGE RETRIEVAL JJ Thiagarajan, KN Ramamurthy, P Sattigeri, A Spanias ICIP 2012, 2012 | 19 | 2012 |
| 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 | 17 | 2017 |
| 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 | 17 | 2017 |
| 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 | 16 | 2012 |
| 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 | 15 | 1909 |
| 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 | 13 | 2012 |
| Generating contrastive explanations with monotonic attribute functions R Luss, PY Chen, A Dhurandhar, P Sattigeri, Y Zhang, K Shanmugam, ... arXiv preprint arXiv:1905.12698, 2019 | 12 | 2019 |
| 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 | 11 | 2019 |
| Estimating skin tone and effects on classification performance in dermatology datasets NM Kinyanjui, T Odonga, C Cintas, NCF Codella, R Panda, P Sattigeri, ... arXiv preprint arXiv:1910.13268, 2019 | 9 | 2019 |
Karthikeyan Natesan RamamurthyResearch Staff Member, IBM Thomas J Watson Research Center, Yorktown Heights, NYVerified email at us.ibm.com
