Ahmed T. Elthakeb

According to our database, Ahmed T. Elthakeb authored at least 10 papers between 2014 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2021

Not All Features Are Equal: Discovering Essential Features for Preserving Prediction Privacy.

Fatemehsadat Mireshghallah, Mohammadkazem Taram, Ali Jalali, Ahmed Taha Elthakeb, Dean M. Tullsen, Hadi Esmaeilzadeh

Proceedings of the WWW '21: The Web Conference 2021, 2021

2020

ReLeQ : A Reinforcement Learning Approach for Automatic Deep Quantization of Neural Networks.

Ahmed T. Elthakeb, Prannoy Pilligundla, Fatemehsadat Mireshghallah, Amir Yazdanbakhsh, Hadi Esmaeilzadeh

IEEE Micro, 2020

A Principled Approach to Learning Stochastic Representations for Privacy in Deep Neural Inference.

Fatemehsadat Mireshghallah, Mohammadkazem Taram, Ali Jalali, Ahmed Taha Elthakeb, Dean M. Tullsen, Hadi Esmaeilzadeh

CoRR, 2020

Gradient-Based Deep Quantization of Neural Networks through Sinusoidal Adaptive Regularization.

Ahmed T. Elthakeb, Prannoy Pilligundla, Fatemehsadat Mireshghallah, Tarek Elgindi, Charles-Alban Deledalle, Hadi Esmaeilzadeh

CoRR, 2020

Divide and Conquer: Leveraging Intermediate Feature Representations for Quantized Training of Neural Networks.

Ahmed Taha Elthakeb, Prannoy Pilligundla, Fatemeh Mireshghallah, Alexander Cloninger, Hadi Esmaeilzadeh

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Divide and Conquer: Leveraging Intermediate Feature Representations for Quantized Training of Neural Networks.

Ahmed T. Elthakeb, Prannoy Pilligundla, Hadi Esmaeilzadeh

CoRR, 2019

SinReQ: Generalized Sinusoidal Regularization for Automatic Low-Bitwidth Deep Quantized Training.

Ahmed T. Elthakeb, Prannoy Pilligundla, Hadi Esmaeilzadeh

CoRR, 2019

2018

ReLeQ: A Reinforcement Learning Approach for Deep Quantization of Neural Networks.

Ahmed T. Elthakeb, Prannoy Pilligundla, Amir Yazdanbakhsh, Sean Kinzer, Hadi Esmaeilzadeh

CoRR, 2018

2015

Analysis and optimization for dynamic read stability in 28nm SRAM bitcells.

Ahmed T. Elthakeb, Thomas Haine, Denis Flandre, Yehea Ismail, Hamdy Abd Elhamid, David Bol

Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

2014

Performance evaluation of finFET based SRAM under statistical VT variability.

Ahmed T. Elthakeb, Hamdy Abd Elhamid, Hassan Mostafa, Yehea Ismail

Proceedings of the 26th International Conference on Microelectronics, 2014