Tweeted By @fchollet
Ablation studies are crucial for deep learning research -- can't stress this enough.
— François Chollet (@fchollet) June 29, 2018
Understanding causality in your system is the most straightforward way to generate reliable knowledge (the goal of any research). And ablation is a very low-effort way to look into causality.