Sammy Khalife
4 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
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The Questioner
Venues
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(3)
Architectures
(3)
Core Methods
(2)
Artificial Intelligence
(1)
Mathematics & Optimization
(1)
Core AI
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Optimization
(1)
Optimization & Theory
(1)
Techniques
(1)
Keywords
graph neural network
(2)
sample complexity
(1)
knowledge base
(1)
partition function
(1)
pointwise mutual information
(1)
first-order logic
(1)
algorithm selection
(1)
generative model
(1)
activation function
(1)
mixed-integer optimization
(1)
cut selection
(1)
word embedding
(1)
entity classification
(1)
semantic graph
(1)
logical query
(1)
named entity linking
(1)
neural network
(1)
latent discourse model
(1)
parameter complexity
(1)
few-shot learning
(1)
Papers
Is uniform expressivity too restrictive? Towards efficient expressivity of GNNs
ICLR 2025
Sample Complexity of Algorithm Selection Using Neural Networks and Its Applications to Branch-and-Cut
NeurIPS 2024
Further results on latent discourse models and word embeddings
JMLR 2021
Scalable graph-based method for individual named entity identification
EMNLP 2019