Abhishek Singh
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Apps gone rogue: Maintaining personal privacy in an epidemic
R Raskar, I Schunemann, R Barbar, K Vilcans, J Gray, P Vepakomma, ...
arXiv preprint arXiv:2003.08567, 2020
Detailed comparison of communication efficiency of split learning and federated learning
A Singh, P Vepakomma, O Gupta, R Raskar
Arxiv, 2019
Privacy in Deep Learning: A Survey
F Mirshghallah, M Taram, P Vepakomma, A Singh, R Raskar, ...
arXiv preprint arXiv:2004.12254, 2020
Neural architecture construction using envelopenets
P Kamath, A Singh, D Dutta
arXiv preprint arXiv:1803.06744 1, 2018
FedML: A Research Library and Benchmark for Federated Machine Learning
C He, S Li, J So, M Zhang, H Wang, X Wang, P Vepakomma, A Singh, ...
arXiv preprint arXiv:2007.13518, 2020
MIGAN: Malware Image Synthesis Using GANs
A Singh, D Dutta, S Amit
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence 33, 2019
Clinical XLNet: Modeling Sequential Clinical Notes and Predicting Prolonged Mechanical Ventilation
K Huang, A Singh, S Chen, ET Moseley, C Deng, N George, C Lindvall
arXiv preprint arXiv:1912.11975, 2019
NoPeek: Information leakage reduction to share activations in distributed deep learning
P Vepakomma, A Singh, O Gupta, R Raskar
arXiv preprint arXiv:2008.09161, 2020
Clinical Landscape of COVID-19 Testing: Difficult Choices
D Gandhi, S Landage, J Bae, S Shankar, R Sukumaran, P Patwa, S TV, ...
arXiv preprint arXiv:2011.04202, 2020
Proximity Sensing for Contact Tracing
S Shankar, A Chopra, R Kanaparti, M Kang, A Singh, R Raskar
arXiv preprint arXiv:2009.04991, 2020
PPContactTracing: A Privacy-Preserving Contact Tracing Protocol for COVID-19 Pandemic
P Singh, A Singh, G Cojocaru, P Vepakomma, R Raskar
arXiv preprint arXiv:2008.06648, 2020
Comparing manual contact tracing and digital contact advice
R Raskar, R Dhillon, S Kapa, D Pahwa, R Falgas, L Sinha, A Prasad, ...
arXiv preprint arXiv:2008.07325, 2020
Adding Location and Global context to the Google/Apple Exposure Notification Bluetooth API
R Raskar, A Singh, S Zimmerman, S Kanaparti
arXiv preprint arXiv:2007.02317, 2020
SplitNN-driven Vertical Partitioning.(2020)
I Ceballos, V Sharma, E Mugica, A Singh, A Roman, P Vepakomma, ...
arXiv preprint cs.LG/2008.04137, 2020
Fast Neural Architecture Construction using EnvelopeNets
P Kamath, A Singh, D Dutta
arXiv preprint arXiv:1803.06744, 2018
Proximity Inference with Wifi-Colocation during the COVID-19 Pandemic
M Dmitrienko, A Singh, P Erichsen, R Raskar
arXiv preprint arXiv:2009.12699, 2020
Proximity Sensing: Modeling and Understanding Noisy RSSI-BLE Signals and Other Mobile Sensor Data for Digital Contact Tracing
S Shankar, R Kanaparti, A Chopra, R Sukumaran, P Patwa, M Kang, ...
arXiv preprint arXiv:2009.04991, 2020
SplitNN-driven Vertical Partitioning
I Ceballos, V Sharma, E Mugica, A Singh, A Roman, P Vepakomma, ...
arXiv preprint arXiv:2008.04137, 2020
MIT SafePaths Card (MiSaCa): Augmenting Paper Based Vaccination Cards with Printed Codes
J Bae, R Sukumaran, S Shankar, S Srivastava, R Iyer, A Mahindra, ...
arXiv preprint arXiv:2101.07931, 2021
COVID-19 Tests Gone Rogue: Privacy, Efficacy, Mismanagement and Misunderstandings
M Morales, R Barbar, D Gandhi, S Landuge, J Bae, A Vats, J Kothari, ...
arXiv preprint arXiv:2101.01693, 2021
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