Austin R. Benson
- Neural Jump Stochastic Differential Equations
2019/05/24 by Junteng Jia, Jia, Junteng, Austin R. Benson +1 · 10 citations
Economics, Econometrics and Finance · Mathematics · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Model Reduction and Neural Networks #Stochastic processes and financial applications
- The Spacey Random Walk: A Stochastic Process for Higher-Order Data
2017/01/01 by Austin R. Benson, David F. Gleich, Lek-Heng Lim · 3 citations
Mathematics · Biochemistry, Genetics and Molecular Biology · #Tensor decomposition and applications #Markov Chains and Monte Carlo Methods #Gene Regulatory Network Analysis
- Hypergraph patterns and collaboration structure
2022/10/05 by Jonas L. Juul, Juul, Jonas L., Austin R. Benson +3 · 3 citations
Physics and Astronomy · Computer Science · Economics, Econometrics and Finance · #Complex Network Analysis Techniques #Data Visualization and Analytics #Sports Analytics and Performance
- Expertise and Dynamics within Crowdsourced Musical Knowledge Curation: A\n Case Study of the Genius Platform
2020/06/14 by Derek Lim, Lim, Derek, Austin R. Benson +1 · 2 citations
Computer Science · Physics and Astronomy · #Music and Audio Processing #Opinion Dynamics and Social Influence #Complex Network Analysis Techniques
- Graph Neural Network Modeling of Grain-scale Anisotropic Elastic Behavior using Simulated and Measured Microscale Data
2022/05/12 by Darren C. Pagan, Calvin R. Pash, Pagan, Darren C. +5 · 2 citations
Engineering · Materials Science · #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Microstructure and Mechanical Properties of Steels #Microstructure and mechanical properties
- Hypergraph Cuts with General Splitting Functions
2020/01/09 by Nate Veldt, Austin R. Benson, Veldt, Nate +3 · 1 citation
Computer Science · #Advanced Graph Theory Research #Complexity and Algorithms in Graphs #Computational Complexity (cs.CC) #Data Structures and Algorithms (cs.DS) #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences
- Augmented Sparsifiers for Generalized Hypergraph Cuts with Applications\n to Decomposable Submodular Function Minimization
2020/07/15 by Austin R. Benson, Benson, Austin R., Jon Kleinberg +3 · 1 citation
Computer Science · #Advanced Graph Theory Research #Complexity and Algorithms in Graphs #Data Structures and Algorithms (cs.DS) #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #Machine Learning and Algorithms #Optimization and Search Problems
- Higher-order Network Analysis Takes Off, Fueled by Classical Ideas and New Data
2021/03/08 by Austin R. Benson, Benson, Austin R., David F. Gleich +3 · 2 citations
Computer Science · Mathematics · Physics and Astronomy · #Complex Network Analysis Techniques #Data Visualization and Analytics #FOS: Computer and information sciences #FOS: Physical sciences #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI) #Tensor decomposition and applications #Topological and Geometric Data Analysis