Hirn, Matthew

1. MagNet: A Neural Network for Directed Graphs
   2021/02/22 by Xitong Zhang, Yixuan He, Zhang, Xitong +7 · 17 citations
   Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
2. Overcoming Oversmoothness in Graph Convolutional Networks via Hybrid Scattering Networks
   2022/01/22 by Frederik Wenkel, Wenkel, Frederik, Yimeng Min +7 · 3 citations
   Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Data Visualization and Analytics #Complex Network Analysis Techniques
3. Bispectrum Unbiasing for Dilation-Invariant Multi-reference Alignment
   2024/02/22 by Yin, Liping, Little, Anna, Hirn, Matthew · 3 citations
   #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
4. The Manifold Scattering Transform for High-Dimensional Point Cloud Data
   2022/06/21 by Joyce Chew, Holly R. Steach, Chew, Joyce +13 · 2 citations
   Mathematics · Engineering · #Morphological variations and asymmetry #3D Shape Modeling and Analysis
5. Understanding Graph Neural Networks with Generalized Geometric Scattering Transforms
   2019/11/14 by Perlmutter, Michael, Tong, Alexander, Gao, Feng +2 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. Taxonomy of Benchmarks in Graph Representation Learning
   2022/06/15 by Renming Liu, Semih Cantürk, Liu, Renming +20 · 1 citation
   Computer Science · #Advanced Graph Neural Networks #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
7. Wavelet invariants for statistically robust multi-reference alignment
   2019/09/24 by Hirn, Matthew, Little, Anna · 1 citation
   #62 #FOS: Electrical engineering #FOS: Mathematics #Signal Processing (eess.SP) #Statistics Theory (math.ST) #electronic engineering #information engineering