Interpretable financial NLP
A fuller technical treatment of the themes in our blog: projection-based pipelines, uncertainty quantification and governance-aligned deployment.
Turning rigorous research into intelligent systems.
Resources · Reports
Reports.
Longer-form technical reports and white papers — deeper than a blog note, more applied than a journal paper.
This is where we publish in-depth write-ups — method comparisons, applied case analyses and white papers on building machine learning that is explainable, robust and accountable in regulated settings. The first reports are in preparation.
Explainable anomaly detection for FICC markets
The methods and evaluation behind real-time, explainable trade-surveillance models for fixed-income markets.
Metaheuristics for NP-hard assignment
An applied report on adaptive-memory and threshold-based search for large-scale frequency assignment, building on our published research.