Ben Finkelshtein
6 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
🏆
Keyword Champion
Venues
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(5)
Architectures
(5)
Core Methods
(3)
Optimization & Theory
(3)
Application Areas
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Core AI
(1)
Foundations
(1)
Learning Types
(1)
Optimization
(1)
Representation
(1)
Keywords
graph neural network
(5)
message passing
(3)
community detection
(1)
graph regularization
(1)
expressive power
(1)
generalization
(1)
approximation algorithm
(1)
loss function
(1)
node classification
(1)
graph machine learning
(1)
strategic classification
(1)
asymptotic convergence
(1)
message passing neural network
(1)
aggregation function
(1)
social relation
(1)
large-scale graph
(1)
multi-agent system
(1)
graph similarity
(1)
real-world application
(1)
large graph
(1)
Papers
Covered Forest: Fine-grained generalization analysis of graph neural networks
ICML 2025
Position: Graph Learning Will Lose Relevance Due To Poor Benchmarks
ICML 2025
Almost Surely Asymptotically Constant Graph Neural Networks
NeurIPS 2024
Cooperative Graph Neural Networks
ICML 2024
Learning on Large Graphs using Intersecting Communities
NeurIPS 2024
Strategic Classification with Graph Neural Networks
ICLR 2023