Private Convex Optimization via Exponential Mechanism

Channel:
United States Google TechTalks
Subscribers:
348,000
Published on ● Video Link: https://www.youtube.com/watch?v=hA0cMmiRZfI


Duration: 52:41
155 views
2

A Google TechTalk, presented by Daogao Liu, 2022/05/11
Differential Privacy for ML series.



Other Videos By Google TechTalks


2023-03-03Auto-bidding in Online Advertising: Campaign Management and Fairness
2023-03-03Tree Learning: Optimal Algorithms and Sample Complexity
2023-03-03A Fast Algorithm for Adaptive Private Mean Estimation
2023-02-13Piers Ridyard | CEO RDX Works | Radix Protocol | web3 talks | Dec 7th 2022 | MC: Blake DeBenon
2023-02-10Sergey Gorbunov | Co-Founder Axelar | web3 talks | Jan 26th 2023 | MC: Marlon Ruiz
2023-02-10Fast Neural Kernel Embeddings for General Activations
2023-02-10Pathwise Conditioning and Non-Euclidean Gaussian Processes
2023-02-10Privacy-Preserving Machine Learning with Fully Homomorphic Encryption
2023-01-19Charles Hoskinson | CEO of Input Output Global | web3 talks | Jan 5th 2023 | MC: Marlon Ruiz
2023-01-18Control, Confidentiality, and the Right to be Forgotten
2023-01-18Private Convex Optimization via Exponential Mechanism
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