Abhijit Manatkar

ILAEDA: An Imitation Learning Based Approach for Automatic Exploratory Data Analysis

2024 · arXiv (Cornell University)

Automating end-to-end Exploratory Data Analysis (AutoEDA) is a challenging open problem, often tackled through Reinforcement Learning (RL) by learning to predict a sequence of analysis operations (FILTER, GROUP, etc). Defining rewards for each operation is …