Viewing profile — niclane7

Flower - https://flower.dev/ | Multiple Positions | Remote-first, also Germany and UK | Full-time | REMOTE, VISA Flower is an open-source framework, ecosystem and community for tra…

It is reasonable to think of it that way. Certainly high-level information from the data is extracted and embedded within a model, but only the information necessary for the model …

Flower has an agreement to develop interoperable components with OpenFL. This is part of the broader plan by Intel to work with a consortium of players (that includes Flower Labs) …

Thanks for the question, very natural to ask. We are also fans of PySft. It offers support for a very wide range of privacy enhancing machine learning tools. But where Flower and P…

Yes, this would be exciting to see. One approach wouldn't require federated learning however. If you had direct access to the data then you could build a conventionally trained lar…

Regarding federated labeling, you might be interested in some recent prototypes built on Flower that use forms of self supervised learning. By combining SSL with federated learning…

Yes, we have developed modular and efficient secure aggregation and differential privacy solutions that can help people dial in the amount of protection they need. We have document…

Hey HN - we're Daniel, Taner, and Nic, and we're building Flower ( https://flower.dev/ ), an open-source framework for training AI on distributed data. We move the model to the dat…

This is cool. Nice graphic. I like this event they are talking about on the site. I plan to go.