MINE: Mutual Information Neural Estimation
GPTKB entity
Statements (28)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:algorithm
machine learning method |
| gptkbp:application |
feature selection
generative modeling representation learning |
| gptkbp:approach |
variational estimation
|
| gptkbp:arXivID |
1801.04062
|
| gptkbp:author |
gptkb:Aaron_Courville
gptkb:Yoshua_Bengio gptkb:Aristide_Baratin gptkb:Devon_Hjelm gptkb:Mohamed_Ishmael_Belghazi gptkb:Sherjil_Ozair Sai Rajeshwar |
| gptkbp:citation |
gptkb:Mutual_Information_Neural_Estimation
|
| gptkbp:designedFor |
estimating mutual information
|
| https://www.w3.org/2000/01/rdf-schema#label |
MINE: Mutual Information Neural Estimation
|
| gptkbp:proposedBy |
gptkb:Belghazi,_Mohamed_Ishmael
2018 |
| gptkbp:publishedIn |
gptkb:ICML_2018
|
| gptkbp:relatedTo |
gptkb:information_theory
gptkb:Deep_InfoMax mutual information estimation |
| gptkbp:repository |
https://github.com/gregversteeg/mi_estimator
|
| gptkbp:url |
https://arxiv.org/abs/1801.04062
|
| gptkbp:uses |
neural networks
|
| gptkbp:bfsParent |
gptkb:Ishmael_Belghazi
|
| gptkbp:bfsLayer |
6
|