Learnability for the Information Bottleneck
The Information Bottleneck (IB) method provides an insightful and principled approach for balancing compression and prediction for representation learning. The IB objective I ( X ; Z ) - β I ( Y ; Z ) employs a Lagrange multiplier β to tune this trade-off. However, in practic...
Bewaard in:
| Hoofdauteurs: | , , , |
|---|---|
| Formaat: | Artigo |
| Taal: | Inglês |
| Gepubliceerd in: |
MDPI AG
2019-09-01
|
| Reeks: | Entropy |
| Onderwerpen: | |
| Online toegang: | https://www.mdpi.com/1099-4300/21/10/924 |
| Tags: |
Geen labels, Wees de eerste die dit record labelt!
|