Austin R Benson
9 papers · 2014–2022 · 2 conferences · across top CS/AI conferences
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🧭 Keyword Pioneer 🏃 Academic Marathon (8) 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (6)
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Conferences
NIPS (8)
ICML (1)
Top co-authors
Keywords
unsupervised learning
(1)
matrix decomposition
(1)
semi-supervised learning
(1)
temporal modeling
(1)
spectral clustering
(1)
bayesian inference
(1)
label propagation
(1)
nonnegative matrix factorization
(1)
tensor decomposition
(1)
relational reasoning
(1)
network analysis
(1)
random walk
(1)
point process
(1)
distribution shift
(1)
spectral norm
(1)
stochastic process
(1)
hypergraph clustering
(1)
set representation
(1)
numerical linear algebra
(1)
combinatorial optimization
(1)
Papers
Nonlinear Feature Diffusion on Hypergraphs
ICML 2022
Understanding Non-linearity in Graph Neural Networks from the Bayesian-Inference Perspective
NIPS 2022
Approximate Decomposable Submodular Function Minimization for Cardinality-Based Components
NIPS 2021
Better Set Representations For Relational Reasoning
NIPS 2020
Entrywise convergence of iterative methods for eigenproblems
NIPS 2020
Neural Jump Stochastic Differential Equations
NIPS 2019
Found Graph Data and Planted Vertex Covers
NIPS 2018
General Tensor Spectral Co-clustering for Higher-Order Data
NIPS 2016
Scalable Methods for Nonnegative Matrix Factorizations of Near-separable Tall-and-skinny Matrices
NIPS 2014