This inventor holds 1 USPTO granted patent and 4 published patent applications. Top assignee: Gdm Holding LLC. Active years: 2026.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile
Company Filing History:
Years Active: 2026
Title: Arnaud Doucet and Differentiable Order Statistics
Introduction
Arnaud Doucet is an inventor associated with Oxford, Great Britain. His patent work includes a method for generating differentiable order statistics using sorting networks, and the provided information lists Gdm Holding LLC as his company.
Latest Patents
The listed patent, “Generating Differentiable Order Statistics Using Sorting Networks,” describes methods, systems, and computer programs for producing differentiable order statistics from a vector of scores. The method obtains the scores and pairs of indices, calculates a swapping probability for each pair, and uses that probability to combine an identity matrix with an exchange matrix into a soft-swapping matrix. The resulting matrices are then used to generate differentiable order statistics.
The supplied data lists 1 patent for Doucet.
Career Highlights
Doucet’s listed invention addresses a computational technique for deriving differentiable order statistics. By using probabilistic, soft-swapping operations within a sorting-network framework, the approach provides a way to represent sorting-related operations in a differentiable form.
Collaborations
The provided information names Ali Taylan Cemgil and Jamie Hayes as Doucet’s coworkers. It does not specify their roles in the patent or the nature of their collaboration.
Conclusion
Arnaud Doucet’s listed patent focuses on generating differentiable order statistics through soft-swapping matrices, connecting his recorded invention to work associated with Gdm Holding LLC.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile