Aseem Baranwal
5 papers · 2021–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Keywords
stochastic block model
(4)
node classification
(4)
graph convolution
(2)
graph neural network
(2)
generalization error
(1)
semi-supervised classification
(1)
spectral analysis
(1)
gaussian mixture model
(1)
graph attention network
(1)
multilayer network
(1)
graph convolutional network
(1)
mixture of gaussian
(1)
sparse graph
(1)
linear separability
(1)
bayes optimality
(1)
attention mechanism
(1)
contextual stochastic block model
(1)
out-of-distribution generalization
(1)
theoretical analysis
(1)
message passing
(1)
Papers
Analysis of Corrected Graph Convolutions
NeurIPS 2024
Effects of Graph Convolutions in Multi-layer Networks
ICLR 2023
Graph Attention Retrospective
JMLR 2023
Optimality of Message-Passing Architectures for Sparse Graphs
NeurIPS 2023
Graph Convolution for Semi-Supervised Classification: Improved Linear Separability and Out-of-Distribution Generalization
ICML 2021