Austin R Benson
9 papers · 2014–2022 · 2 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (34) π Conference Polyglot Β· Bronze
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Keyword Pioneer
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Unstoppable Β· Bronze
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Keyword Collector
(61)
Venues
Top co-authors
Research topics
Machine Learning
(9)
Mathematics & Optimization
(5)
Core Methods
(5)
Optimization & Theory
(5)
Mathematics
(4)
Optimization
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Learning Types
(3)
Computer Science
(2)
Data Science & Analytics
(2)
Architectures
(2)
Core AI
(2)
Applications
(1)
Bayesian & Probabilistic
(1)
Keywords
unsupervised learning
(1)
matrix decomposition
(1)
semi-supervised learning
(1)
temporal modeling
(1)
spectral clustering
(1)
bayesian inference
(1)
label propagation
(1)
distributed computing
(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
NeurIPS 2022
Approximate Decomposable Submodular Function Minimization for Cardinality-Based Components
NeurIPS 2021
Better Set Representations For Relational Reasoning
NeurIPS 2020
Entrywise convergence of iterative methods for eigenproblems
NeurIPS 2020
Neural Jump Stochastic Differential Equations
NeurIPS 2019
Found Graph Data and Planted Vertex Covers
NeurIPS 2018
General Tensor Spectral Co-clustering for Higher-Order Data
NeurIPS 2016
Scalable Methods for Nonnegative Matrix Factorizations of Near-separable Tall-and-skinny Matrices
NeurIPS 2014