Ammar Shaker
6 papers · 2019–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(25)
🚀
Conference Pioneer
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Deep Learning
(4)
Core Methods
(3)
Mathematics & Optimization
(2)
Application Areas
(2)
Core AI
(2)
Learning Paradigms
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Applications
(1)
Architectures
(1)
Keywords
domain adaptation
(2)
conditional distribution
(2)
neural network
(2)
multi-task learning
(2)
mutual information
(1)
feature selection
(1)
convex optimization
(1)
k-nearest neighbor graph
(1)
feature representation
(1)
bregman divergence
(1)
open information extraction
(1)
convex clustering
(1)
generalization error
(1)
survival analysis
(1)
interpretable classification
(1)
multi-task regression
(1)
multilingual nlp
(1)
interpretable model
(1)
transfer learning
(1)
catastrophic forgetting
(1)
Papers
A Robust Prototype-Based Network with Interpretable RBF Classifier Foundations
AAAI 2025
Multi-Source Survival Domain Adaptation
AAAI 2023
Learning to Transfer with von Neumann Conditional Divergence
AAAI 2022
MILIE: Modular & Iterative Multilingual Open Information Extraction
ACL 2022
Measuring the Discrepancy between Conditional Distributions: Methods, Properties and Applications
IJCAI 2020
Efficient and Scalable Multi-Task Regression on Massive Number of Tasks
AAAI 2019