Super Data Science: ML & AI Podcast with Jon Krohn 633: Responsible Decentralized Intelligence
Dec 6, 2022
Award-winning professor and tech entrepreneur Dawn Song joins Jon Krohn to discuss Responsible Decentralized Intelligence. Topics include homomorphic encryption, differential privacy, multi-party computation, PrivateSQL, deep learning, federated learning, and the concept of a responsible data economy.
Chapters
Transcript
Episode notes
1 2 3 4 5 6 7
Intro
00:00 • 4min
Responsible Decentralized Intelligence and Future Innovations
03:46 • 10min
Ensuring Privacy in AI Model Fairness Assessment
14:03 • 2min
Exploring Homomorphic Encryption and Privacy Protection Technologies
16:20 • 12min
Exploring the Concept of Differential Privacy in Data Protection
28:06 • 5min
Privacy-Preserving Technologies for Data Access and Machine Learning
32:56 • 18min
Exploring Responsible Decentralized Intelligence for Machine Learning Models
50:49 • 3min