On the unreasonable effectiveness of feature propagation in learning on graphs with missing node features
While Graph Neural Networks (GNNs) have recently become the de facto standard for modeling relational data, they impose a strong assumption on the availability of the node or edge features of the graph. In many real-world applications, however, features are only partially available; for example, in...
প্রধান লেখক: | Rossi, E, Kenlay, H, Gorinova, MI, Chamberlain, BP, Dong, X, Bronstein, M |
---|---|
বিন্যাস: | Conference item |
ভাষা: | English |
প্রকাশিত: |
Proceedings of Machine Learning Research
2022
|
অনুরূপ উপাদানগুলি
অনুরূপ উপাদানগুলি
-
Listening to Unreason: Foucault and Wittgenstein on Reason and the Unreasonable Man
অনুযায়ী: Liat Lavi
প্রকাশিত: (2018-10-01) -
The age of unreason /
অনুযায়ী: 258599 Handy, Charles B.
প্রকাশিত: (1989) -
The age of unreason /
অনুযায়ী: 258599 Handy, Charles B.
প্রকাশিত: (1991) -
Robustness analysis of graph-based machine learning
অনুযায়ী: Kenlay, H
প্রকাশিত: (2022) -
CTCs 2020: Great Expectations or Unreasonable Dreams
অনুযায়ী: Elisabetta Rossi, অন্যান্য
প্রকাশিত: (2019-08-01)