Nature

Finite Mixture Models and Hidden Markov Models

Finite mixture models and hidden Markov models (HMMs) occupy central roles in modern statistical inference and data analysis. Finite mixture models assume that data originate from a latent combination ...
Nature

Bayesian Nonparametric Mixture Models

Bayesian nonparametric mixture models represent a powerful statistical framework that extends traditional mixture modelling by allowing the number of mixture components to be inferred from the data ...
InfoQ

From "Simple" Fine-Tuning to Your Own Mixture of Expert Models Using Open-Source Models

A monthly overview of things you need to know as an architect or aspiring architect. Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with ...
Your Story

Mixture of Experts (MoE)

What is Mixture of Experts? A Mixture of Experts (MoE) is a machine learning model that divides complex tasks into smaller, specialised sub-tasks. Each sub-task is handled by a different "expert" ...