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Brandon Amos
Brandon Amos
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Titel
Zitiert von
Zitiert von
Jahr
Openface: A general-purpose face recognition library with mobile applications
B Amos, B Ludwiczuk, M Satyanarayanan
CMU, 2016
14472016
OptNet: Differentiable optimization as a layer in neural networks
B Amos, JZ Kolter
ICML, 2017
11492017
Input convex neural networks
B Amos, L Xu, JZ Kolter
ICML, 2017
7622017
Differentiable convex optimization layers
A Agrawal*, B Amos*, S Barratt*, S Boyd*, S Diamond*, JZ Kolter*
NeurIPS, 2019
7462019
Edge analytics in the internet of things
M Satyanarayanan, P Simoens, Y Xiao, P Pillai, Z Chen, K Ha, W Hu, ...
IEEE Pervasive Computing, 2015
5582015
Improving sample efficiency in model-free reinforcement learning from images
D Yarats, A Zhang, I Kostrikov, B Amos, J Pineau, R Fergus
AAAI, 2021
4752021
Differentiable MPC for end-to-end planning and control
B Amos, I Jimenez, J Sacks, B Boots, JZ Kolter
NeurIPS, 2018
4622018
Task-based end-to-end model learning in stochastic optimization
P Donti, B Amos, JZ Kolter
NeurIPS, 2017
4182017
Applying machine learning classifiers to dynamic android malware detection at scale
B Amos, H Turner, J White
IWCMC, 2013
2652013
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, ...
SEC, 2017
2642017
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
APSys, 2016
2222016
Generalized inner loop meta-learning
E Grefenstette, B Amos, D Yarats, PM Htut, A Molchanov, F Meier, D Kiela, ...
arXiv, 2019
1802019
A scalable and privacy-aware IoT service for live video analytics
J Wang, B Amos, A Das, P Pillai, N Sadeh, M Satyanarayanan
MMSys, 2017
1682017
Adaptive VM handoff across cloudlets
K Ha, Y Abe, Z Chen, W Hu, B Amos, P Pillai, M Satyanarayanan
CMU, 2015
1652015
Learning Neural Event Functions for Ordinary Differential Equations
RTQ Chen, B Amos, M Nickel
ICLR, 2021
1422021
Privacy mediators: Helping iot cross the chasm
N Davies, N Taft, M Satyanarayanan, S Clinch, B Amos
HotMobile, 2016
1332016
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, ...
SEC, 2017
1252017
Neural Spatio-Temporal Point Processes
RTQ Chen, B Amos, M Nickel
ICLR, 2021
1152021
Tutorial on amortized optimization
B Amos
Foundations and Trends in Machine Learning, 2023
112*2023
Objective Mismatch in Model-based Reinforcement Learning
N Lambert, B Amos, O Yadan, R Calandra
L4DC, 2020
1102020
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