Title: INVASE: Instance-wise Variable Selection using Neural Networks
Authors: Jinsung Yoon, James Jordon, Mihaela van der Schaar
Reference: J. Yoon, J. Jordon, M. van der Schaar, "IINVASE: Instance-wise Variable Selection using Neural Networks," International Conference on Learning Representations (ICLR), 2019.
Paper Link: https://openreview.net/forum?id=BJg_roAcK7
Description of the code
- Data Generation:
- Generate 6 Synthetic Datasets in Python
- INVASE: Instance-wise Variable Selection Algorithm in Keras
- INVASE-: INVASE algorithm without baseline network.