Mohamed Osama Ahmed
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Stop wasting my gradients: Practical SVRG
R Babanezhad, MO Ahmed, A Virani, M Schmidt, J Konečný, S Sallinen
arXiv preprint arXiv:1511.01942, 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
Power grid topology inference using power line communications
L Lampe, MO Ahmed
2013 IEEE International Conference on Smart Grid Communications …, 2013
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
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
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
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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