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Horace Pan
Horace Pan
uchicago.eduÀÇ À̸ÞÀÏ È®ÀÎµÊ - ȨÆäÀÌÁö
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The multiscale laplacian graph kernel
R Kondor, H Pan
Advances in Neural Information Processing Systems, 2990-2998, 2016
1992016
Covariant compositional networks for learning graphs
R Kondor, HT Son, H Pan, B Anderson, S Trivedi
arXiv preprint arXiv:1801.02144, 2018
1402018
Predicting molecular properties with covariant compositional networks
TS Hy, S Trivedi, H Pan, BM Anderson, R Kondor
The Journal of chemical physics 148 (24), 2018
852018
Permutation equivariant layers for higher order interactions
H Pan, R Kondor
International Conference on Artificial Intelligence and Statistics, 5987-6001, 2022
212022
Covariant compositional networks for learning graphs
TS Hy, S Trivedi, H Pan, BM Anderson, R Kondor
Proc. International Workshop on Mining and Learning with Graphs (MLG), 2019
102019
Molecular fingerprints are a simple yet effective solution to the drug–drug interaction problem
Y Long, H Pan, C Zhang, HT Song, R Kondor, A Rzhetsky
drugs 500, 1-7, 2022
42022
Fourier Bases for Solving Permutation Puzzles
H Pan, R Kondor
International Conference on Artificial Intelligence and Statistics, 172-180, 2021
12021
Leveraging Symmetry and Structure in Machine Learning
H Pan
The University of Chicago, 2022
2022
Learning Force Fields using Covariant Compositional Networks
B Anderson, R Kondor, H Pan, S Trivedi, TS Hy
APS 2018, F34. 011, 2018
2018
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