W. James Murdoch
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
4
Venues
2
Active years
2017–2020
Best venue rank
A*
Where they publish
Papers
4 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2020 | ICML | Interpretations are Useful: Penalizing Explanations to Align Neural Networks with Prior Knowledge. | Laura Rieger, Chandan Singh, W. James Murdoch, Bin Yu |
| 2019 | ICLR | Hierarchical interpretations for neural network predictions. | Chandan Singh, W. James Murdoch, Bin Yu |
| 2018 | ICLR | Beyond Word Importance: Contextual Decomposition to Extract Interactions from LSTMs. | W. James Murdoch, Peter J. Liu, Bin Yu |
| 2017 | ICLR | Automatic Rule Extraction from Long Short Term Memory Networks. | W. James Murdoch, Arthur Szlam |