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 on July 7th, 2021 0 likes 4 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  DIANE HORBERRY on March 5th, 2021 0 likes 58 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 on November 14th, 2020 0 likes 99 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 on November 1st, 2020 0 likes 78 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 on September 17th, 2020 0 likes 45 plays 0