Adel Elmahdy
4 papers · 2017–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(10)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(2)
Natural Language Processing
(2)
Application Areas
(2)
Applications · Natural Language Processing
(2)
Core AI
(2)
Core Methods
(2)
Data Science & Analytics
(1)
Security & Privacy
(1)
Applications · Data Science & Analytics
(1)
Learning Types
(1)
Optimization & Theory
(1)
Privacy
(1)
Keywords
training data
(2)
text classification
(2)
collaborative filtering
(1)
sample complexity
(1)
hierarchical clustering
(1)
ranking aggregation
(1)
matrix completion
(1)
low-rank matrix
(1)
rank aggregation
(1)
pairwise comparison
(1)
language model
(1)
privacy leakage
(1)
stochastic transitivity
(1)
model extraction
(1)
top-k sorting
(1)
data extraction
(1)
graph side information
(1)
model memorization
(1)
active learning
(1)
data reconstruction attack
(1)
Papers
Deconstructing Classifiers: Towards A Data Reconstruction Attack Against Text Classification Models
ACL 2024
Privacy Leakage in Text Classification A Data Extraction Approach
NAACL 2022
Matrix Completion with Hierarchical Graph Side Information
NeurIPS 2020
Active Learning for Top-K Rank Aggregation from Noisy Comparisons
ICML 2017