Mohamed Osama Ahmed

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 24

Top Topics

Robust Classification

Point Processes

Top Venues

Publications

Leo Feng, Frederick Tung, Hossein Hajimirsadeghi, Yoshua Bengio, Mohamed Osama Ahmed
Tree Cross Attention. ICLR (2024)
Leo Feng, Frederick Tung, Hossein Hajimirsadeghi, Mohamed Osama Ahmed, Yoshua Bengio, Greg Mori
Attention as an RNN. CoRR (2024)
Leo Feng, Hossein Hajimirsadeghi, Yoshua Bengio, Mohamed Osama Ahmed
Latent Bottlenecked Attentive Neural Processes. ICLR (2023)
Leo Feng, Frederick Tung, Hossein Hajimirsadeghi, Yoshua Bengio, Mohamed Osama Ahmed
Constant Memory Attention Block. CoRR (2023)
Wonho Bae, Yi Ren, Mohamed Osama Ahmed, Frederick Tung, Danica J. Sutherland, Gabriel L. Oliveira
AdaFlood: Adaptive Flood Regularization. CoRR (2023)
Leo Feng, Mohamed Osama Ahmed, Hossein Hajimirsadeghi, Amir H. Abdi
Towards Better Selective Classification. ICLR (2023)
Wonho Bae, Mohamed Osama Ahmed, Frederick Tung, Gabriel L. Oliveira
Meta Temporal Point Processes. CoRR (2023)
Leo Feng, Frederick Tung, Hossein Hajimirsadeghi, Yoshua Bengio, Mohamed Osama Ahmed
Constant Memory Attentive Neural Processes. CoRR (2023)
Wonho Bae, Mohamed Osama Ahmed, Frederick Tung, Gabriel L. Oliveira
Meta Temporal Point Processes. ICLR (2023)
Leo Feng, Frederick Tung, Hossein Hajimirsadeghi, Yoshua Bengio, Mohamed Osama Ahmed
Tree Cross Attention. CoRR (2023)
Joao Monteiro, Mohamed Osama Ahmed, Hossein Hajimirsadeghi, Greg Mori
Monotonicity regularization: Improved penalties and novel applications to disentangled representation learning and robust classification. UAI (2022)
Leo Feng, Mohamed Osama Ahmed, Hossein Hajimirsadeghi, Amir H. Abdi
Stop Overcomplicating Selective Classification: Use Max-Logit. CoRR (2022)
Leo Feng, Hossein Hajimirsadeghi, Yoshua Bengio, Mohamed Osama Ahmed
Latent Bottlenecked Attentive Neural Processes. CoRR (2022)
Mahmoud Salem, Mohamed Osama Ahmed, Frederick Tung, Gabriel L. Oliveira
Gumbel-Softmax Selective Networks. CoRR (2022)
Joao Monteiro, Mohamed Osama Ahmed, Hossein Hajimirsadeghi, Greg Mori
Monotonicity Regularization: Improved Penalties and Novel Applications to Disentangled Representation Learning and Robust Classification. CoRR (2022)
Hassan Halawa, Hazem A. Abdelhafez, Mohamed Osama Ahmed, Karthik Pattabiraman, Matei Ripeanu
MIRAGE: Machine Learning-based Modeling of Identical Replicas of the Jetson AGX Embedded Platform. SEC (2021)
Mohamed Osama Ahmed, Sharan Vaswani, Mark Schmidt
Combining Bayesian optimization and Lipschitz optimization. Mach. Learn. 109 (1) (2020)
Nazanin Mehrasa, Ruizhi Deng, Mohamed Osama Ahmed, Bo Chang, Jiawei He, Thibaut Durand, Marcus Brubaker, Greg Mori
Point Process Flows. CoRR (2019)
Ramy Hussein, Mohamed Osama Ahmed, Rabab Ward, Z. Jane Wang, Levin Kuhlmann, Yi Guo
Human Intracranial EEG Quantitative Analysis and Automatic Feature Learning for Epileptic Seizure Prediction. CoRR (2019)
Mohamed Osama Ahmed, Sharan Vaswani, Mark Schmidt
Combining Bayesian Optimization and Lipschitz Optimization. CoRR (2018)
Mark Schmidt, Reza Babanezhad, Mohamed Osama Ahmed, Aaron Defazio, Ann Clifton, Anoop Sarkar
Non-Uniform Stochastic Average Gradient Method for Training Conditional Random Fields. AISTATS (2015)
Reza Babanezhad, Mohamed Osama Ahmed, Alim Virani, Mark Schmidt, Jakub Konecný, Scott Sallinen
Stop Wasting My Gradients: Practical SVRG. CoRR (2015)
Reza Babanezhad, Mohamed Osama Ahmed, Alim Virani, Mark Schmidt, Jakub Konecný, Scott Sallinen
StopWasting My Gradients: Practical SVRG. NIPS (2015)
Mark Schmidt, Reza Babanezhad, Mohamed Osama Ahmed, Aaron Defazio, Ann Clifton, Anoop Sarkar
Non-Uniform Stochastic Average Gradient Method for Training Conditional Random Fields. CoRR (2015)
Lutz Lampe, Mohamed Osama Ahmed
Power grid topology inference using power line communications. SmartGridComm (2013)
Mohamed Osama Ahmed, Lutz Lampe
Power Line Communications for Low-Voltage Power Grid Tomography. IEEE Trans. Commun. 61 (12) (2013)
Mohamed Osama Ahmed, Lutz Lampe
Power line network topology inference using Frequency Domain Reflectometry. ICC (2012)
Mohamed Osama Ahmed, Pouyan T. Bibalan, Nando de Freitas, Simon Fauvel
Decentralized, Adaptive, Look-Ahead Particle Filtering CoRR (2012)