Federated Learning Courses
USENIX via YouTube Oort - Efficient Federated Learning via Guided Participant Selection
USENIX via YouTube Pediatric Moonshot - Global, Real-Time, Privacy-Preserving Applications for Children's Medicine
Data Science Dojo via YouTube Auditing Data Privacy for Machine Learning
USENIX Enigma Conference via YouTube How to Allow Deep Learning on Your Data Without Revealing Your Data
Institute for Pure & Applied Mathematics (IPAM) via YouTube Federated Learning in Big Data Over Networks
IEEE Signal Processing Society via YouTube Comprehensive Privacy Analysis of Deep Learning
IEEE via YouTube FLASH - Towards a High-performance Hardware Acceleration Architecture for Cross-silo Federated Learning
USENIX via YouTube Fundamental Trade-Offs in FL-FA - Sparsity - DP - Communication Constraints
Simons Institute via YouTube Federated Learning in Medicine - Breaking Down Silos to Advance Medical Research
Stanford University via YouTube