Samuel N. Cohen
3 papers · 2023–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Research topics
Keywords
generalization error
(2)
reinforcement learning
(1)
empirical risk
(1)
convergence rate
(1)
partial differential equation
(1)
population risk
(1)
scientific computing
(1)
tilted empirical risk
(1)
overparameterized regime
(1)
graph convolutional neural network
(1)
neural network
(1)
mean-field regime
(1)
mesh-free method
(1)
message passing graph neural networks
(1)
negative tilt
(1)
neural tangent kernel
(1)
robustness regime
(1)