| 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 | 57 | 2020 |
| Neural architecture construction using envelopenets P Kamath, A Singh, D Dutta arXiv preprint arXiv:1803.06744 1, 2018 | 10 | 2018 |
| Detailed comparison of communication efficiency of split learning and federated learning A Singh, P Vepakomma, O Gupta, R Raskar Arxiv, 2019 | 9 | 2019 |
| MIGAN: Malware Image Synthesis Using GANs A Singh, D Dutta, S Amit Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence 33, 2019 | 5 | 2019 |
| 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 | 3 | 2020 |
| Privacy in Deep Learning: A Survey F Mirshghallah, M Taram, P Vepakomma, A Singh, R Raskar, ... arXiv preprint arXiv:2004.12254, 2020 | 3 | 2020 |
| 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 | 3 | 2019 |
| Fast Neural Architecture Construction using EnvelopeNets P Kamath, A Singh, D Dutta arXiv preprint arXiv:1803.06744, 2018 | 2 | 2018 |
| 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 | 1 | 2020 |
| Adding Location and Global Context to the Google/Apple Exposure Notification Bluetooth API R Raskar, A Singh, S Zimmerman, S Kanaparti arXiv e-prints, arXiv: 2007.02317, 2020 | 1 | 2020 |
| AMLA: an AutoML frAmework for Neural Network Design P Kamath, A Singh, D Dutta AutoML workshop at ICML, 2018, 0 | 1* | |
| Proximity Inference with Wifi-Colocation during the COVID-19 Pandemic M Dmitrienko, A Singh, P Erichsen, R Raskar arXiv preprint arXiv:2009.12699, 2020 | | 2020 |
| Target Privacy Threat Modeling for COVID-19 Exposure Notification Systems A Gangavarapu, E Daw, A Singh, R Iyer, G Harp, S Zimmerman, R Raskar arXiv preprint arXiv:2009.13300, 2020 | | 2020 |
| Proximity Sensing for Contact Tracing S Shankar, A Chopra, R Kanaparti, M Kang, A Singh, R Raskar arXiv preprint arXiv:2009.04991, 2020 | | 2020 |
| 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 | | 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 | | 2020 |
| SplitNN-driven Vertical Partitioning I Ceballos, V Sharma, E Mugica, A Singh, A Roman, P Vepakomma, ... arXiv preprint arXiv:2008.04137, 2020 | | 2020 |
| Adding Location and other Context to the Google/Apple Exposure Notification Bluetooth API R Raskar, A Singh, S Zimmerman, S Kanaparti arXiv preprint arXiv:2007.02317, 2020 | | 2020 |
| NASIB: Neural Architecture Search withIn Budget A Singh, A Garg, J Zhou, SR Dubey, D Dutta arXiv preprint arXiv:1910.08665, 2019 | | 2019 |
| Maximal adversarial perturbations for obfuscation: Hiding certain attributes while preserving rest I Ilanchezian, P Vepakomma, A Singh, O Gupta, GN Prasanna, R Raskar arXiv preprint arXiv:1909.12734, 2019 | | 2019 |
Ramesh RaskarAssociate Professor, MIT Media LabVerified email at mit.edu
