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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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Trustworthy AI


Nov 02, 2020
Richa Singh, Mayank Vatsa, Nalini Ratha

* ACM CODS-COMAD 2021 Tutorial 

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Deep Learning for Face Recognition: Pride or Prejudiced?


Apr 02, 2019
Shruti Nagpal, Maneet Singh, Richa Singh, Mayank Vatsa, Nalini Ratha


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Diversity in Faces


Jan 30, 2019
Michele Merler, Nalini Ratha, Rogerio S. Feris, John R. Smith


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Understanding Unequal Gender Classification Accuracy from Face Images


Nov 30, 2018
Vidya Muthukumar, Tejaswini Pedapati, Nalini Ratha, Prasanna Sattigeri, Chai-Wah Wu, Brian Kingsbury, Abhishek Kumar, Samuel Thomas, Aleksandra Mojsilovic, Kush R. Varshney


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Recognizing Disguised Faces in the Wild


Nov 21, 2018
Maneet Singh, Richa Singh, Mayank Vatsa, Nalini Ratha, Rama Chellappa


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Heterogeneity Aware Deep Embedding for Mobile Periocular Recognition


Nov 02, 2018
Rishabh Garg, Yashasvi Baweja, Soumyadeep Ghosh, Mayank Vatsa, Richa Singh, Nalini Ratha


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Unravelling Robustness of Deep Learning based Face Recognition Against Adversarial Attacks


Feb 22, 2018
Gaurav Goswami, Nalini Ratha, Akshay Agarwal, Richa Singh, Mayank Vatsa

* Accepted in AAAI 2018 (8 pages, 5 figures, 5 tables) 

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