Search for tag: "ensemble"

XAI Lecture Recording: InTrees (Part 1)

This lecture will cover InTrees, which is a model-specific XAI method for tree ensembles.

From  Auste Simkute 0 likes 26 plays 0  

One World Virtual Seminar Series - Stochastic Numerics and Inverse Problems: Andrew Stuart

One World Virtual Seminar Series - Stochastic Numerics and Inverse Problems: Andrew Stuart (Caltech) Inverse Problems Without Adjoints:Ensemble Approaches Automatic subtitles have been added to this…

From  Jane Walker 0 likes 128 plays 0  

Topic 65: Time Averages and Ergodicity (PETARS, Chapter 8)

This Topic introduces the notion of estimating statistical averages from a single realisation of a stochastic process. This concept is most easily developed for estimating first and second moments…

From  James Hopgood 0 likes 212 plays 0  

Topic 59: Introduction to Stochastic Processes (PETARS, Chapter 8)

In this first video of the Statistical Signal Processing part of the PETARS course, the notion of random signals, or stochastic processes is introduced. It is defined as a natural extension to the…

From  James Hopgood 0 likes 145 plays 0  

Andrew Zammit Mangion (University of Wollongong) Title: Statistical Machine Learning for Spatio-Temporal Forecasting

Andrew Zammit Mangion (University of Wollongong)Title: Statistical Machine Learning for Spatio-Temporal ForecastingAbstract: Conventional spatio-temporal statistical models are well-suited for…

From  OLLIE Quinn 0 likes 52 plays 0