Where this topic leads
Topics that build on Concentration Inequalities
Once you have Concentration Inequalities, these are the topics that cite it as a prerequisite. Pick by tier and the area you want to push into next.
Editor's suggested next (4)
Core flagship topics (16)
- Algorithmic Stabilitylayer 3 · learning-theory-core
- Bernstein Inequalitylayer 2 · concentration-probability
- Chernoff Boundslayer 1 · concentration-probability
- Empirical Risk Minimizationlayer 2 · learning-theory-core
- Epsilon-Nets and Covering Numberslayer 3 · concentration-probability
- Markov Decision Processeslayer 2 · rl-theory
- Matrix Concentrationlayer 3 · concentration-probability
- McDiarmid's Inequalitylayer 3 · concentration-probability
- Minimax Lower Bounds: Le Cam, Fano, Assouad, and the Reduction to Testinglayer 3 · statistical-foundations
- PAC Learning Frameworklayer 1 · learning-theory-core
- Rademacher Complexitylayer 3 · learning-theory-core
- Stochastic Gradient Descent Convergencelayer 2 · optimization-function-classes
- Sub-Exponential Random Variableslayer 2 · concentration-probability
- Sub-Gaussian Random Variableslayer 2 · concentration-probability
- Symmetrization Inequalitylayer 3 · concentration-probability
- VC Dimensionlayer 2 · learning-theory-core
Standard topics (1)
- No-Regret Learninglayer 3 · rl-theory