LapSum -- One Method to Differentiate Them All: Ranking, Sorting and Top-k Selection

Łukasz Struski, Michał B. Bednarczyk, Igor T. Podolak +1

We present a novel technique for constructing differentiable order-type operations, including soft ranking, soft top-k selection, and soft permutations. Our approach leverages an e…