# Adaptive KDE for Real-Time Thresholding: Prioritized Queues for Financial Crime Investigation

arXiv: https://arxiv.org/abs/2601.14473 · HTML: https://mlsanity.com/paper/2601.14473/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
- Builds on 0 of its 16 references that are in the map.
- First posted on arXiv 20 Jan 2026.

## Abstract (arXiv)

We study the problem of converting a continuous stream of risk scores into stable decision thresholds under non-stationary score distributions. This problem arises in a wide range of detection systems where scores must be partitioned into prioritized processing regions while preserving semantic consistency over time.