Brandon Amos

Cited by

	All	Since 2015
Citations	2674	2654
h-index	23	22
i10-index	27	27

780

390

195

585

201420152016201720182019202013 39 129 357 613 774 724

Co-authors

Mahadev SatyanarayananCarnegie Group Professor of Computer Science, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Zico KolterCarnegie Mellon UniversityVerified email at cs.cmu.edu
Denis YaratsNew York UniversityVerified email at cs.nyu.edu
Lei XuEECS, MITVerified email at mit.edu
Priya L. DontiPh.D. Student, Carnegie Mellon UniversityVerified email at cmu.edu
Byron BootsAssociate Professor, University of WashingtonVerified email at cs.washington.edu
Edward GrefenstetteResearch Scientist, Facebook AI Research; Honorary Associate Professor, UCLVerified email at fb.com
Kyunghyun ChoNew York UniversityVerified email at nyu.edu
Franziska MeierResearch Scientist, Facebook AI ResearchVerified email at fb.com
Soumith ChintalaFacebook AI ResearchVerified email at nyu.edu
Stephen BoydProfessor of Electrical Engineering, Computer Science, and Management Science, StanfordVerified email at stanford.edu
Shane BarrattPhD Student, Stanford UniversityVerified email at stanford.edu
Akshay AgrawalPh.D. candidate in Electrical Engineering, Stanford UniversityVerified email at cs.stanford.edu
Geoff GordonProfessor of Machine Learning, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Han ZhaoD.E.Shaw & Co, University of Illinois at Urbana-ChampaignVerified email at cs.cmu.edu
Tuomas SandholmAngel Jordan University Professor of Computer Science, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Noam BrownResearch Scientist, Facebook AI ResearchVerified email at cs.cmu.edu
Nando de FreitasCIFAR & DeepMindVerified email at google.com
Laurent DinhGoogle AIVerified email at google.com
Tom ErezResearcher, DeepMindVerified email at google.com

Brandon Amos

Facebook AI (FAIR)

Verified email at fb.com - Homepage

machine learning optimization deep learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Openface: A general-purpose face recognition library with mobile applications B Amos, B Ludwiczuk, M Satyanarayanan CMU School of Computer Science 6 (2), 2016	732	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	343	2015
OptNet: Differentiable optimization as a layer in neural networks B Amos, JZ Kolter ICML, 2017	212	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	178	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	110	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	109	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	102	2015
Input convex neural networks B Amos, L Xu, JZ Kolter ICML, 146-155, 2017	99	2017
Task-based end-to-end model learning in stochastic optimization P Donti, B Amos, JZ Kolter NeurIPS, 5484-5494, 2017	86	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	79	2016
Differentiable MPC for end-to-end planning and control B Amos, I Jimenez, J Sacks, B Boots, JZ Kolter NeurIPS, 8289-8300, 2018	72	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	59	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	56	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	53	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 NeurIPS, 2019	44	2019
Collapsed variational inference for sum-product networks H Zhao, T Adel, G Gordon, B Amos International Conference on Machine Learning, 1310-1318, 2016	36	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	35	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	35	2015
Depth-limited solving for imperfect-information games N Brown, T Sandholm, B Amos NeurIPS, 7663-7674, 2018	26	2018

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