arXiv idea categories
Research ideas grouped by their machine-learning category. Counts show non-trivial ideas.
Architecture
1010 ideas
Dynamics
757 ideas
Regularization
507 ideas
Optimization
241 ideas
Training
200 ideas
Geometry
103 ideas
Sampling
92 ideas
Memory
79 ideas
Theory
24 ideas
Optimizer
13 ideas
Initialization
8 ideas
Stability
7 ideas
Quantization
4 ideas
Other
3 ideas
Attention
1 idea
Scalability
1 idea