| Openface: A general-purpose face recognition library with mobile applications B Amos, B Ludwiczuk, M Satyanarayanan CMU School of Computer Science 6 (2), 2016 | 678 | 2016 |
| Edge analytics in the internet of things M Satyanarayanan, P Simoens, Y Xiao, P Pillai, Z Chen, K Ha, W Hu, ... IEEE Pervasive Computing 14 (2), 24-31, 2015 | 322 | 2015 |
| Optnet: Differentiable optimization as a layer in neural networks B Amos, JZ Kolter arXiv preprint arXiv:1703.00443, 2017 | 189 | 2017 |
| Applying machine learning classifiers to dynamic android malware detection at scale B Amos, H Turner, J White 2013 9th international wireless communications and mobile computing …, 2013 | 172 | 2013 |
| Quantifying the impact of edge computing on mobile applications W Hu, Y Gao, K Ha, J Wang, B Amos, Z Chen, P Pillai, M Satyanarayanan Proceedings of the 7th ACM SIGOPS Asia-Pacific Workshop on Systems, 1-8, 2016 | 101 | 2016 |
| Adaptive VM handoff across cloudlets K Ha, Y Abe, Z Chen, W Hu, B Amos, P Pillai, M Satyanarayanan Technical Report CMU-CS-15-113, 2015 | 98 | 2015 |
| An empirical study of latency in an emerging class of edge computing applications for wearable cognitive assistance Z Chen, W Hu, J Wang, S Zhao, B Amos, G Wu, K Ha, K Elgazzar, P Pillai, ... Proceedings of the Second ACM/IEEE Symposium on Edge Computing, 1-14, 2017 | 96 | 2017 |
| Input convex neural networks B Amos, L Xu, JZ Kolter International Conference on Machine Learning, 146-155, 2017 | 86 | 2017 |
| Task-based end-to-end model learning in stochastic optimization P Donti, B Amos, JZ Kolter Advances in Neural Information Processing Systems, 5484-5494, 2017 | 79 | 2017 |
| Privacy mediators: Helping iot cross the chasm N Davies, N Taft, M Satyanarayanan, S Clinch, B Amos Proceedings of the 17th International Workshop on Mobile Computing Systems …, 2016 | 76 | 2016 |
| Differentiable MPC for end-to-end planning and control B Amos, I Jimenez, J Sacks, B Boots, JZ Kolter Advances in Neural Information Processing Systems, 8289-8300, 2018 | 63 | 2018 |
| A scalable and privacy-aware IoT service for live video analytics J Wang, B Amos, A Das, P Pillai, N Sadeh, M Satyanarayanan Proceedings of the 8th ACM on Multimedia Systems Conference, 38-49, 2017 | 56 | 2017 |
| You can teach elephants to dance: Agile VM handoff for edge computing K Ha, Y Abe, T Eiszler, Z Chen, W Hu, B Amos, R Upadhyaya, P Pillai, ... Proceedings of the Second ACM/IEEE Symposium on Edge Computing, 1-14, 2017 | 54 | 2017 |
| Early implementation experience with wearable cognitive assistance applications Z Chen, L Jiang, W Hu, K Ha, B Amos, P Pillai, A Hauptmann, ... Proceedings of the 2015 workshop on Wearable Systems and Applications, 33-38, 2015 | 52 | 2015 |
| Bad parts: Are our manufacturing systems at risk of silent cyberattacks? H Turner, J White, JA Camelio, C Williams, B Amos, R Parker IEEE Security & Privacy 13 (3), 40-47, 2015 | 48 | 2015 |
| Differentiable convex optimization layers A Agrawal, B Amos, S Barratt, S Boyd, S Diamond, JZ Kolter Advances in neural information processing systems, 9562-9574, 2019 | 36 | 2019 |
| Are cloudlets necessary? Y Gao, W Hu, K Ha, B Amos, P Pillai, M Satyanarayanan School Comput. Sci., Carnegie Mellon Univ., Pittsburgh, PA, USA, Tech. Rep …, 2015 | 34 | 2015 |
| Collapsed variational inference for sum-product networks H Zhao, T Adel, G Gordon, B Amos International Conference on Machine Learning, 1310-1318, 2016 | 33 | 2016 |
| The case for offload shaping W Hu, B Amos, Z Chen, K Ha, W Richter, P Pillai, B Gilbert, J Harkes, ... Proceedings of the 16th International Workshop on Mobile Computing Systems …, 2015 | 33 | 2015 |
| Depth-limited solving for imperfect-information games N Brown, T Sandholm, B Amos Advances in Neural Information Processing Systems, 7663-7674, 2018 | 25 | 2018 |
Mahadev SatyanarayananCarnegie Group Professor of Computer Science, Carnegie Mellon UniversityVerified email at cs.cmu.edu
