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Chamberlain, Benjamin P.

  1. Graph-Coupled Oscillator Networks
    2022/02/04 by T. Konstantin Rusch, Benjamin Paul Chamberlain, Rusch, T. Konstantin +7 · 23 citations
    Computer Science · Physics and Astronomy · #Neural Networks and Reservoir Computing #Quantum and electron transport phenomena #Model Reduction and Neural Networks
  2. Understanding convolution on graphs via energies
    2022/06/22 by Francesco Di Giovanni, James Rowbottom, Di Giovanni, Francesco +7 · 15 citations
    Computer Science · Physics and Astronomy · Materials Science · #Advanced Graph Neural Networks #Quantum and electron transport phenomena #Machine Learning in Materials Science
  3. Gradient Gating for Deep Multi-Rate Learning on Graphs
    2022/10/02 by Rusch, T. Konstantin, Chamberlain, Benjamin P., Mahoney, Michael W. +2 · 9 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)