Completed
Alpha Zero
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Machine Learning for Computing Tensor Rank
Automatically move to the next video in the Classroom when playback concludes
- 1 Introduction
- 2 Machine learning has revolutionized many fields
- 3 Can we use machine learning to find new algorithms
- 4 What are the challenges of machine learning
- 5 Outline
- 6 Matrix multiplication tensor
- 7 Matrix multiplication algorithm
- 8 Improving asymptotic complexity
- 9 Math problem
- 10 Model
- 11 Challenges
- 12 Action Space
- 13 Alpha Zero
- 14 Training
- 15 Synthetic data
- 16 Tensor rank
- 17 architecture
- 18 attention
- 19 machine learning architecture
- 20 overall system
- 21 results
- 22 example
- 23 open source
- 24 bilinear algorithm
- 25 rewards function
- 26 performance improvements
- 27 limitations
- 28 applications
- 29 why
- 30 possible
- 31 inference TPU
- 32 Algorithmic Discovery
