Synthical
Your space
Profile
Activity
Favorites
Folders
Feeds
All articles
Claim page
W. James Murdoch
Follow
Activity
Upvotes
Folders
Articles
7
Interpretations are useful: penalizing explanations to align neural networks with prior knowledge
1 October 2019 by
Laura Rieger
and
others
Machine Learning
,
Computer Vision and Pattern Recognition
Disentangled Attribution Curves for Interpreting Random Forests and Boosted Trees
18 May 2019 by
Summer Devlin
and
others
Machine Learning
,
Methodology
Hierarchical interpretations for neural network predictions
16 January 2019 by
Chandan Singh
and
others
Machine Learning
,
Artificial Intelligence
Interpretable machine learning: definitions, methods, and applications
14 January 2019 by
W. James Murdoch
and
others
Machine Learning
,
Artificial Intelligence
Beyond Word Importance: Contextual Decomposition to Extract Interactions from LSTMs
27 April 2018 by
W. James Murdoch
and
others
Computation and Language
,
Machine Learning
Automatic Rule Extraction from Long Short Term Memory Networks
24 February 2017 by
W. James Murdoch
and
Arthur Szlam
Computation and Language
,
Artificial Intelligence
Expanded Alternating Optimization of Nonconvex Functions with Applications to Matrix Factorization and Penalized Regression
12 December 2014 by
W. James Murdoch
and
Mu Zhu
Computation
,
Machine Learning
This is an AI-generated summary
Key points
Topics
Machine Learning
Artificial Intelligence
Computation and Language
Computer Vision and Pattern Recognition
Methodology
Applications
Neural and Evolutionary Computing
Computation
