Chamberlain, Benjamin P.
- 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
- 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
- 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)