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Efficient Encrypted Inference on Ensembles of Decision Trees


Mar 05, 2021
Kanthi Sarpatwar, Karthik Nandakumar, Nalini Ratha, James Rayfield, Karthikeyan Shanmugam, Sharath Pankanti, Roman Vaculin

* 9 pages, 6 figures 

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Efficient CNN Building Blocks for Encrypted Data


Jan 30, 2021
Nayna Jain, Karthik Nandakumar, Nalini Ratha, Sharath Pankanti, Uttam Kumar

* The Second AAAI Workshop on Privacy-Preserving Artificial Intelligence (PPAI-21) 

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Distributed Bundle Adjustment


Aug 26, 2017
Karthikeyan Natesan Ramamurthy, Chung-Ching Lin, Aleksandr Aravkin, Sharath Pankanti, Raphael Viguier

* 9 pages 

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Deep Learning Ensembles for Melanoma Recognition in Dermoscopy Images


Oct 18, 2016
Noel Codella, Quoc-Bao Nguyen, Sharath Pankanti, David Gutman, Brian Helba, Allan Halpern, John R. Smith

* IBM Journal of Research and Development, vol. 61, no. 4/5, 2017 
* URL for the IBM Journal of Research and Development: http://www.research.ibm.com/journal/ 

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