Bruno Charron

PiRank: Learning To Rank via Differentiable Sorting.

2020 · arXiv (Cornell University)

A key challenge with machine learning approaches for ranking is the gap between the performance metrics of interest and the surrogate loss functions that can be optimized with gradient-based methods. This gap arises because ranking …