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Ahmed Taha Elthakeb
Publication Activity (10 Years)
Years Active: 2020-2021
Publications (10 Years): 3
Top Topics
Essential Features
Boltzmann Machine
Structured Prediction
Feature Representations
Top Venues
CoRR
ICML
WWW
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Publications
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Fatemehsadat Mireshghallah
,
Mohammadkazem Taram
,
Ali Jalali
,
Ahmed Taha Elthakeb
,
Dean M. Tullsen
,
Hadi Esmaeilzadeh
Not All Features Are Equal: Discovering Essential Features for Preserving Prediction Privacy.
WWW
(2021)
Ahmed Taha Elthakeb
,
Prannoy Pilligundla
,
Fatemeh Mireshghallah
,
Alexander Cloninger
,
Hadi Esmaeilzadeh
Divide and Conquer: Leveraging Intermediate Feature Representations for Quantized Training of Neural Networks.
ICML
(2020)
Fatemehsadat Mireshghallah
,
Mohammadkazem Taram
,
Ali Jalali
,
Ahmed Taha Elthakeb
,
Dean M. Tullsen
,
Hadi Esmaeilzadeh
A Principled Approach to Learning Stochastic Representations for Privacy in Deep Neural Inference.
CoRR
(2020)