Krzysztof Ostrowski
Research Scientist, Google

Krzys Ostrowski is a research scientist at Google AI, focusing on developing programming abstractions for machine learning in large-scale distributed environments. He holds a PhD in computer science from Cornell University, where he focused on distributed systems and programming languages.

Sessions

2:30pm–3:10pm Wednesday, October 30, 2019

Location: Grand Ballroom E

A journey into the world of federated learning with TensorFlow Federated

Ethics, security, privacy

Krzysztof Ostrowski (Google)

Krzysztof Ostrowski dives into federated learning (FL)—an approach to machine learning where a shared model is trained across many clients that keep their training data local—and goes hands-on with FL using TensorFlow Federated (TFF). He demonstrates step-by-step how to train your TensorFlow model in a federated environment, implement custom federated computations, and set up large simulations. Read more.