/INVASE

IINVASE: Instance-wise Variable Selection using Neural Networks - 2019 ICLR

Primary LanguagePython

INVASE

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

  1. Data Generation:
  • Generate 6 Synthetic Datasets in Python
  1. INVASE: Instance-wise Variable Selection Algorithm in Keras
  2. INVASE-: INVASE algorithm without baseline network.