Chapter
The Power of Weak Convergence in Understanding Properties of Functions
1:13:55 - 1:19:00 (05:05)
The use of weak convergence is essential in reducing the set of possible admissible functions and understanding their properties, especially when it comes to learning. Although uniform convergence is useful, it is not enough without the power of weak convergence.
Clips
The guest speaker discusses using new principles for handwritten recognition that go beyond just strong converges, including the degree of symmetries, which will be important to consider for future technology in this area.
1:13:55 - 1:14:57 (01:01)
Handwritten Recognition
Summary
The guest speaker discusses using new principles for handwritten recognition that go beyond just strong converges, including the degree of symmetries, which will be important to consider for future technology in this area.
ChapterThe Power of Weak Convergence in Understanding Properties of Functions
EpisodeVladimir Vapnik: Predicates, Invariants, and the Essence of Intelligence
PodcastLex Fridman Podcast
While uniform convergence is important in learning, weak convergence is even more powerful as it reduces the set of admissible functions and helps in understanding properties of admissible set of functions.
1:14:58 - 1:19:00 (04:02)
Weak Convergence
Summary
While uniform convergence is important in learning, weak convergence is even more powerful as it reduces the set of admissible functions and helps in understanding properties of admissible set of functions.