tool in large deviation theory
C22292
concept
A tool in large deviation theory is a mathematical method or result—such as rate functions, the Gartner–Ellis theorem, or contraction principles—used to quantify and analyze the exponentially small probabilities of rare events in stochastic systems.
All labels observed (2)
| Label | Occurrences |
|---|---|
| concentration inequality | 2 |
| tool in large deviation theory canonical | 1 |
Description generation (CDg)
The one-sentence description above was generated by prompting gpt-5.1 with the class name and this instruction.
Instruction
generate a one-sentence description for a given conceptual class. # Response Format Return only the sentence: "Description: [one-sentence description of the conceptional class]"
Input
Class: tool in large deviation theory
Generated description
A tool in large deviation theory is a mathematical method or result—such as rate functions, the Gartner–Ellis theorem, or contraction principles—used to quantify and analyze the exponentially small probabilities of rare events in stochastic systems.
Instances (3)
| Instance | Via concept surface |
|---|---|
| Onsager–Machlup function | — |
| Chebyshev inequalities | concentration inequality |
| Chernoff bound | concentration inequality |