help

Definition

Not a technical term, but a useful signal in titles. When a paper asks how something helps — How Does Batch Normalization Help Optimization? — it is normally an analysis paper: the technique already works, and the contribution is dismantling the received explanation for why. Expect controlled ablations and diagnostics rather than a new method or a leaderboard number.