Brandon Amos
Brandon Amos
Facebook AI (FAIR)
Verified email at - Homepage
Cited by
Cited by
Openface: A general-purpose face recognition library with mobile applications
B Amos, B Ludwiczuk, M Satyanarayanan
CMU School of Computer Science 6 (2), 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
OptNet: Differentiable optimization as a layer in neural networks
B Amos, JZ Kolter
ICML, 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
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
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
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
Input convex neural networks
B Amos, L Xu, JZ Kolter
ICML, 146-155, 2017
Task-based end-to-end model learning in stochastic optimization
P Donti, B Amos, JZ Kolter
NeurIPS, 5484-5494, 2017
Differentiable MPC for end-to-end planning and control
B Amos, I Jimenez, J Sacks, B Boots, JZ Kolter
NeurIPS, 8289-8300, 2018
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
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
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
Differentiable convex optimization layers
A Agrawal, B Amos, S Barratt, S Boyd, S Diamond, JZ Kolter
NeurIPS, 2019
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
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
Collapsed variational inference for sum-product networks
H Zhao, T Adel, G Gordon, B Amos
International Conference on Machine Learning, 1310-1318, 2016
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
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
Depth-limited solving for imperfect-information games
N Brown, T Sandholm, B Amos
NeurIPS, 7663-7674, 2018
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