Welcome and Federated Learning and Analytics at Google

Subscribers:
348,000
Published on ● Video Link: https://www.youtube.com/watch?v=ZokMxYDlCJk



Duration: 31:16
781 views
16


A Google TechTalk, presented by Sean Augenstein and Brendan McMahan, 2022/11/09.
Presented at the 2022 Workshop on Federated Learning and Analytics.

About the speaker:
Bio: Brendan McMahan is a research scientist at Google, where he leads efforts on decentralized and privacy-preserving machine learning. His team pioneered the concept of federated learning, and continues to push the boundaries of what is possible when working with decentralized data using privacy-preserving techniques. Previously, he has worked in the fields of online learning, large-scale convex optimization, and reinforcement learning. Brendan received his Ph.D. in computer science from Carnegie Mellon University.




Other Videos By Google TechTalks


2023-01-18Secure Self-supervised Learning
2023-01-18Example Memorization in Learning: Batch and Streaming
2023-01-18Marginal-based Methods for Differentially Private Synthetic Data
2023-01-18Private Convex Optimization via Exponential Mechanism
2023-01-18Differentially Private Multi-party Data Release for Linear Regression
2023-01-18On Privacy Implications of Machine Unlearning
2023-01-18Mapping from Training Data to Predictions with Datamodels
2023-01-18Privacy-Aware Compression for Federated Learning
2023-01-18Federated Learning with Formal User-Level Differential Privacy Guarantees
2023-01-18Heterogeneity-Aware Algorithms for Federated Optimization
2023-01-18Welcome and Federated Learning and Analytics at Google
2023-01-06George Tung | Founder of CryptosRus | web3 talks | Dec 1st 2022 | MC: Marlon Ruiz
2023-01-06Staci Warden | CEO of Algorand Foundation | web3 talks | Nov 17 2022 | MC: Marlon Ruiz
2022-10-31Max Shand | CEO & Founder of Serenade | web3 talks | Sep 15th 2022 | MC: Raphael Hyde
2022-10-31Shiva Rajaraman | VP of Product at OpenSea | web3 talks | April 21st 2022 | MC: Raphael Hyde
2022-10-31Daniel Rowland | Head of Strategy and Partnership at LANDR, Oscar-winner | web3 talks | May 5th 2022
2022-10-31Dan Elitzer | Co-Founder of Nascent and IDEO CoLab Ventures | web3 talks | May 12th 2022
2022-10-31Luke Gniwecki | VP of Product @ LandVault & Founder of Metaverski | web3 talks | May 26th 2022
2022-10-27Geoff Renaud | CMO & Co-founder of Invisible North & Renaud Partners | web3 talks | June 2nd 2022
2022-10-27Chris Nunes, Scott Clark & BC Biermann | IMMUSE Founders | web3 talks | June 9th 2022 | Raphael Hyde
2022-10-27Alex Connolly | CTO and Co-founder at Immutable | web3 talks | July 26th 2022 | MC: Raphael Hyde