October 28–31, 2019
Krzysztof Ostrowski

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.


2:30pm3:10pm Wednesday, October 30, 2019
Location: Grand Ballroom E
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.
  • O'Reilly
  • TensorFlow
  • Google Cloud
  • IBM
  • Databricks
  • Tensor Networks
  • VMware
  • Amazon Web Services
  • One Convergence
  • Quantiphi
  • Lambda Labs
  • Tech Mahindra
  • cnvrg.io
  • Determined AI
  • Inferencery
  • Manceps, Inc.
  • PerceptiLabs
  • Valohai

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