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Karthikeyan Natesan Ramamurthy
Karthikeyan Natesan Ramamurthy
Research Staff Member, IBM Thomas J Watson Research Center, Yorktown Heights, NY
Adresă de e-mail confirmată pe us.ibm.com - Pagina de pornire
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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
16522019
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
10312017
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
4942019
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
4112015
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
3212016
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
2252020
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
2232010
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
2142019
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
1672019
Crowd counting with decomposed uncertainty
M Oh, P Olsen, KN Ramamurthy
Proceedings of the AAAI conference on artificial intelligence 34 (07), 11799 …, 2020
1272020
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
1182019
The impact of positional encoding on length generalization in transformers
A Kazemnejad, I Padhi, K Natesan Ramamurthy, P Das, S Reddy
Advances in Neural Information Processing Systems 36, 2024
952024
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
872014
Optimized score transformation for fair classification
D Wei, KN Ramamurthy, FP Calmon
Proceedings of Machine Learning Research 108, 2020
79*2020
Treeview: Peeking into deep neural networks via feature-space partitioning
JJ Thiagarajan, B Kailkhura, P Sattigeri, KN Ramamurthy
arXiv preprint arXiv:1611.07429, 2016
762016
Persistent homology of attractors for action recognition
V Venkataraman, KN Ramamurthy, P Turaga
2016 IEEE international conference on image processing (ICIP), 4150-4154, 2016
752016
Mixing matrix estimation using discriminative clustering for blind source separation
JJ Thiagarajan, KN Ramamurthy, A Spanias
Digital Signal Processing 23 (1), 9-18, 2013
752013
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
652019
Your fairness may vary: Pretrained language model fairness in toxic text classification
I Baldini, D Wei, KN Ramamurthy, M Yurochkin, M Singh
arXiv preprint arXiv:2108.01250, 2021
642021
Model agnostic multilevel explanations
K Natesan Ramamurthy, B Vinzamuri, Y Zhang, A Dhurandhar
Advances in neural information processing systems 33, 5968-5979, 2020
622020
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