| 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 | 695 | 2019 |
| Optimized pre-processing for discrimination prevention F Calmon, D Wei, B Vinzamuri, K Natesan Ramamurthy, KR Varshney Advances in neural information processing systems 30, 2017 | 549 | 2017 |
| Adaptive as-natural-as-possible image stitching CC Lin, SU Pankanti, K Natesan Ramamurthy, AY Aravkin Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2015 | 264 | 2015 |
| FactSheets: Increasing trust in AI services through supplier's declarations of conformity M Arnold, RKE Bellamy, M Hind, S Houde, S Mehta, A Mojsilović, R Nair, ... IBM Journal of Research and Development 63 (4/5), 6: 1-6: 13, 2019 | 234 | 2019 |
| Method for market risk assessment for healthcare applications S Mahatma, A Mojsilovic, KN Ramamurthy, KR Varshney, D Wei, ... US Patent App. 14/699,482, 2016 | 229 | 2016 |
| Sparse representations for automatic target classification in SAR images JJ Thiagarajan, KN Ramamurthy, P Knee, A Spanias, V Berisha 2010 4th international symposium on communications, control and signal …, 2010 | 193 | 2010 |
| TED: Teaching AI to explain its decisions M Hind, D Wei, M Campbell, NCF Codella, A Dhurandhar, A Mojsilović, ... Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, 123-129, 2019 | 81 | 2019 |
| Multiple kernel sparse representations for supervised and unsupervised learning JJ Thiagarajan, KN Ramamurthy, A Spanias IEEE transactions on Image Processing 23 (7), 2905-2915, 2014 | 76 | 2014 |
| Crowd counting with decomposed uncertainty M Oh, P Olsen, KN Ramamurthy Proceedings of the AAAI conference on artificial intelligence 34 (07), 11799 …, 2020 | 70 | 2020 |
| Mixing matrix estimation using discriminative clustering for blind source separation JJ Thiagarajan, KN Ramamurthy, A Spanias Digital Signal Processing 23 (1), 9-18, 2013 | 66 | 2013 |
| Fair transfer learning with missing protected attributes A Coston, KN Ramamurthy, D Wei, KR Varshney, S Speakman, ... Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, 91-98, 2019 | 59 | 2019 |
| Bias mitigation post-processing for individual and group fairness PK Lohia, KN Ramamurthy, M Bhide, D Saha, KR Varshney, R Puri Icassp 2019-2019 ieee international conference on acoustics, speech and …, 2019 | 58 | 2019 |
| Bridging mode connectivity in loss landscapes and adversarial robustness P Zhao, PY Chen, P Das, KN Ramamurthy, X Lin arXiv preprint arXiv:2005.00060, 2020 | 55 | 2020 |
| Persistent homology of attractors for action recognition V Venkataraman, KN Ramamurthy, P Turaga 2016 IEEE international conference on image processing (ICIP), 4150-4154, 2016 | 53 | 2016 |
| Kernel sparse models for automated tumor segmentation JJ Thiagarajan, K Ramamurthy, A Spanias, D Frakes US Patent 9,710,916, 2017 | 46 | 2017 |
| Multilevel dictionary learning for sparse representation of images JJ Thiagarajan, KN Ramamurthy, A Spanias 2011 Digital Signal Processing and Signal Processing Education Meeting (DSP …, 2011 | 46 | 2011 |
| Treeview: Peeking into deep neural networks via feature-space partitioning JJ Thiagarajan, B Kailkhura, P Sattigeri, KN Ramamurthy arXiv preprint arXiv:1611.07429, 2016 | 43 | 2016 |
| Learning stable multilevel dictionaries for sparse representations JJ Thiagarajan, KN Ramamurthy, A Spanias IEEE transactions on neural networks and learning systems 26 (9), 1913-1926, 2014 | 37 | 2014 |
| Optimized score transformation for fair classification D Wei, KN Ramamurthy, FP Calmon Proceedings of Machine Learning Research 108, 2020 | 36* | 2020 |
| Topological data analysis of decision boundaries with application to model selection KN Ramamurthy, K Varshney, K Mody International Conference on Machine Learning, 5351-5360, 2019 | 35 | 2019 |
Jayaraman J. ThiagarajanMachine Learning Researcher, Lawrence Livermore National LabsE-mail confirmado em asu.edu
