Tagged “importance sampling” - 🪷 mdp_website

How LLMs got me into sampling theory

by Manuel de Prada Corral

4 October 2023

6 min read

statistics sampling categorical distribution gumbel trick sampling without replacement minimum bayes risk monte carlo importance sampling language models
Itō Calculus and Stochastic Differential Equations

by Manuel de Prada Corral

4 June 2024

2 min read

statistics sampling categorical distribution gumbel trick sampling without replacement minimum bayes risk monte carlo importance sampling language models
Bringing DPPs to Language Models

by Manuel de Prada Corral

24 February 2025

8 min read

dpps language models sampling determinantal point processes sampling without replacement importance sampling