Mohamed Osama Ahmed
Mohamed Osama Ahmed
Borealis AI
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Zitiert von
Zitiert von
Stopwasting my gradients: Practical svrg
R Babanezhad Harikandeh, MO Ahmed, A Virani, M Schmidt, J Konečný, ...
Advances in Neural Information Processing Systems 28, 2015
Non-uniform stochastic average gradient method for training conditional random fields
M Schmidt, R Babanezhad, M Ahmed, A Defazio, A Clifton, A Sarkar
artificial intelligence and statistics, 819-828, 2015
Power line communications for low-voltage power grid tomography
MO Ahmed, L Lampe
IEEE Transactions on Communications 61 (12), 5163-5175, 2013
Do we need “harmless” Bayesian optimization and “first-order” Bayesian optimization
MO Ahmed, B Shahriari, M Schmidt
NIPS BayesOpt, 2016
Power line network topology inference using frequency domain reflectometry
MO Ahmed, L Lampe
2012 IEEE International Conference on Communications (ICC), 3419-3423, 2012
Human intracranial EEG quantitative analysis and automatic feature learning for epileptic seizure prediction
R Hussein, MO Ahmed, R Ward, ZJ Wang, L Kuhlmann, Y Guo
arXiv preprint arXiv:1904.03603, 2019
Power grid topology inference using power line communications
L Lampe, MO Ahmed
2013 IEEE International Conference on Smart Grid Communications …, 2013
Combining Bayesian optimization and Lipschitz optimization
MO Ahmed, S Vaswani, M Schmidt
Machine Learning 109 (1), 79-102, 2020
Parametric and nonparametric methods for power line network topology inference
MO Ahmed, L Lampe
2012 IEEE International Symposium on Power Line Communications and Its …, 2012
Point process flows
N Mehrasa, R Deng, MO Ahmed, B Chang, J He, T Durand, M Brubaker, ...
arXiv preprint arXiv:1910.08281, 2019
Decentralized, adaptive, look-ahead particle filtering
MO Ahmed, PT Bibalan, N de Freitas, S Fauvel
arXiv preprint arXiv:1203.2394, 2012
Practical optimization for structured machine learning problems
MO Ahmed
University of British Columbia, 2018
Power line communications for power grid tomography
M Ahmed, L Lampe
submitted for publication, 2013
Not Too Close and Not Too Far: Enforcing Monotonicity Requires Penalizing The Right Points
GM Joao Monteiro, Mohamed Osama Ahmed, Hossein Hajimirsadeghi
NeurIPs Workshop on eXplainable AI approaches for debugging and diagnosis, 2021
MIRAGE: Machine Learning-based Modeling of Identical Replicas of the Jetson AGX Embedded Platform
MR Hazem A. Abdelhafez, Hassan Halawa, Mohamed Ahmed, Karthik Pattabiraman
System and method for generative model for stochastic point processes
N Mehrasa, AA Jyothi, T Durand, J He, M Gregory, M Ahmed, M Brubaker
US Patent App. 16/685,327, 2020
Combining Bayesian Optimization and Lipschitz Optimization
M Osama Ahmed, S Vaswani, M Schmidt
arXiv e-prints, arXiv: 1810.04336, 2018
Inference and communications over power lines
MO Ahmed
University of British Columbia, 2013
Inferring Power Line Network Topology Using Frequency Domain Reflectometry
MO Ahmed, L Lampe
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