עקוב אחר
Benjamin Paul Chamberlain
Benjamin Paul Chamberlain
Isomorphic Labs
כתובת אימייל מאומתת בדומיין google.com - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
Temporal graph networks for deep learning on dynamic graphs‏
E Rossi, BP Chamberlain, F Frasca, D Eynard, F Monti, M Bronstein‏
ICML 2020 Workshop on Graph Representation Learning, 2020‏
8562020
Understanding over-squashing and bottlenecks on graphs via curvature‏
J Topping, F Di Giovanni, BP Chamberlain, X Dong, MM Bronstein‏
ICLR 2022 (Best paper honourable mention), 2021‏
5282021
Sign: Scalable inception graph neural networks‏
F Frasca, E Rossi, D Eynard, BP Chamberlain, M Bronstein, F Monti‏
ICML 2020 Workshop on Graph Representation Learning, 2020‏
508*2020
GRAND: Graph Neural Diffusion‏
BP Chamberlain, J Rowbottom, M Gorinova, S Webb, E Rossi, ...‏
The 38th International Conference on Machine Learning (ICML 2021), 2021‏
3192021
Neural embeddings of graphs in hyperbolic space‏
BP Chamberlain, J Clough, MP Deisenroth‏
SIGKDD 2017 Mining and Learning on Graphs Workshop, 2017‏
2122017
Neural sheaf diffusion: A topological perspective on heterophily and oversmoothing in gnns‏
C Bodnar, F Di Giovanni, BP Chamberlain, P Liò, MM Bronstein‏
36th Conference on Neural Information Processing Systems (NeurIPS 2022), 2022‏
2002022
Graph-Coupled Oscillator Networks‏
TK Rusch, BP Chamberlain, J Rowbottom, S Mishra, MM Bronstein‏
The 39th International Conference on Machine Learning (ICML 2022), 2022‏
1442022
Customer lifetime value prediction using embeddings‏
BP Chamberlain, A Cardoso, CHB Liu, R Pagliari, MP Deisenroth‏
Proceedings of the 23rd ACM SIGKDD international conference on knowledge …, 2017‏
1232017
Graph Neural Networks for Link Prediction with Subgraph Sketching‏
BP Chamberlain, S Shirobokov, E Rossi, F Frasca, T Markovich, ...‏
ICLR 2023 (oral top 5%), 2022‏
1222022
On the unreasonable effectiveness of feature propagation in learning on graphs with missing node features‏
E Rossi, H Kenlay, MI Gorinova, BP Chamberlain, X Dong, MM Bronstein‏
Learning on graphs conference, 11: 1-11: 16, 2022‏
1122022
Beltrami Flow and Neural Diffusion on Graphs‏
BP Chamberlain, J Rowbottom, D Eynard, F Di Giovanni, X Dong, ...‏
35th Conference on Neural Information Processing Systems (NeurIPS 2021), 2021‏
892021
Predicting twitter user socioeconomic attributes with network and language information‏
N Aletras, BP Chamberlain‏
Proceedings of the 29th on Hypertext and Social Media, 20-24, 2018‏
752018
Gradient Gating for Deep Multi-Rate Learning on Graphs‏
TK Rusch, BP Chamberlain, MW Mahoney, MM Bronstein, S Mishra‏
ICLR 2023, 2022‏
602022
Scalable hyperbolic recommender systems‏
BP Chamberlain, SR Hardwick, DR Wardrope, F Dzogang, F Daolio, ...‏
arXiv preprint arXiv:1902.08648, 2019‏
592019
Understanding convolution on graphs via energies‏
F Di Giovanni, J Rowbottom, BP Chamberlain, T Markovich, MM Bronstein‏
arXiv preprint arXiv:2206.10991, 2022‏
462022
Generalising random forest parameter optimisation to include stability and cost‏
CHB Liu, BP Chamberlain, DA Little, Â Cardoso‏
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2017‏
392017
Probabilistic inference of twitter users’ age based on what they follow‏
BP Chamberlain, C Humby, MP Deisenroth‏
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2017‏
39*2017
Tuning Word2vec for Large Scale Recommendation Systems‏
BP Chamberlain, E Rossi, D Shiebler, S Sedhain, MM Bronstein‏
In Fourteenth ACM Conference on Recommender Systems (pp. 732-737), 2020‏
332020
Fashion Outfit Generation for E-commerce‏
EM Bettaney, SR Hardwick, O Zisimopoulos, BP Chamberlain‏
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2019‏
292019
Real-time community detection in full social networks on a laptop‏
BP Chamberlain, J Levy-Kramer, C Humby, MP Deisenroth‏
PloS one 13 (1), e0188702, 2018‏
272018
המערכת אינה יכולה לבצע את הפעולה כעת. נסה שוב מאוחר יותר.
מאמרים 1–20