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47,868 results

paretos
Easy introduction to gaussian process regression (uncertainty models)

Gaussian process regression (GPR) is a probabilistic approach to making predictions. GPRs are easy to implement, flexible, and ...

5:04
Easy introduction to gaussian process regression (uncertainty models)

105,795 views

4 years ago

Mutual Information
Gaussian Processes

See here: https://truetheta.io/about/#want-to-work-together For Machine Learning, Gaussian Processes enable flexible models ...

23:47
Gaussian Processes

173,421 views

4 years ago

DataMListic
Gaussian Processes

In this video, we explore Gaussian processes, which are probabilistic models that define distributions over functions, allowing us ...

9:33
Gaussian Processes

21,801 views

7 months ago

Marc Deisenroth
ML Tutorial: Gaussian Processes (Richard Turner)

Machine Learning Tutorial at Imperial College London: Gaussian Processes Richard Turner (University of Cambridge) November ...

1:53:32
ML Tutorial: Gaussian Processes (Richard Turner)

157,864 views

8 years ago

ritvikmath
Gaussian Processes : Data Science Concepts

All about Gaussian Processes and how we can use them for regression. RBF Kernel ...

24:47
Gaussian Processes : Data Science Concepts

34,520 views

1 year ago

Kilian Weinberger
Machine Learning Lecture 26 "Gaussian Processes" -Cornell CS4780 SP17

Cornell class CS4780. (Online version: https://tinyurl.com/eCornellML ) GPyTorch GP implementatio: https://gpytorch.ai/ Lecture ...

52:41
Machine Learning Lecture 26 "Gaussian Processes" -Cornell CS4780 SP17

82,539 views

7 years ago

Machine Learning for Engineers
Extra Lecture - Gaussian Processes

Gaussian Processes offer an extremely elegant solution to do regression with uncertainty estimates. They consider the space of ...

1:02:16
Extra Lecture - Gaussian Processes

14,347 views

4 years ago

Meerkat Statistics
Gaussian Process - Regression - Part 1 - Kernel First

Become a member! https://meerkatstatistics.com/courses/ * Special YouTube 60% Discount on Yearly Plan – valid for the 1st ...

15:57
Gaussian Process - Regression - Part 1 - Kernel First

35,033 views

4 years ago

People also watched

Stan
Intro to gaussian processes in Stan: Finding exoplanets

In this video, you will learning about gaussian processes - what they are and how to implement them in Stan. As an example we ...

18:18
Intro to gaussian processes in Stan: Finding exoplanets

8,300 views

5 years ago

ISBA - International Society of Bayesian Analysis
A surrogate modeling journey through Gaussian processes

... for computer simulation experiments Abstract: This talk begins with an overview of Gaussian process (GP) surrogate modeling, ...

1:10:17
A surrogate modeling journey through Gaussian processes

1,973 views

Streamed 1 year ago

JFL
Gaussian Process Regression using Scikit-learn (Python)

You can learn Gaussian process regression here: ...

13:18
Gaussian Process Regression using Scikit-learn (Python)

19,706 views

5 years ago

StatQuest with Josh Starmer
Gaussian Naive Bayes, Clearly Explained!!!

Gaussian Naive Bayes takes are of all your Naive Bayes needs when your training data are continuous. If that sounds fancy, don't ...

9:26
Gaussian Naive Bayes, Clearly Explained!!!

416,682 views

5 years ago

Patrick van der Smagt
10 Gaussian Processes, pt  1/3 Basics

Inverted Classroom video for Machine Learning 1, Technical University of Munich, 2016.

10:00
10 Gaussian Processes, pt 1/3 Basics

16,834 views

6 years ago

Gaussian Process Summer School
GPSS2024: A first introduction to Gaussian processes

One great right don't now I know this function right that's just doing this process of computing this posterior gaussian one step at a ...

1:30:15
GPSS2024: A first introduction to Gaussian processes

3,419 views

1 year ago

Pascal Poupart
CS480/680 Lecture 12: Gaussian Processes

Okay so now let's go ahead and see how we can do regression with a Gaussian process so here. Regression with a Gaussian ...

1:11:15
CS480/680 Lecture 12: Gaussian Processes

37,960 views

6 years ago

Marc Deisenroth
Gaussian Processes - Part 1

Today we're going to look at gaussian processes as a another way to do regression yesterday we already looked at at linear ...

1:12:48
Gaussian Processes - Part 1

14,950 views

4 years ago

DataMListic
Bayesian Optimization

... Gaussian Processes 01:55 - Active Learning 02:22 - Bayesian Optimization 03:32 - Acquisition Function 04:50 - Grid/Random ...

8:15
Bayesian Optimization

37,406 views

8 months ago

Machine Learning Mastery
Bayesian Optimization - Math and Algorithm Explained

Learn the algorithmic behind Bayesian optimization, Surrogate Function calculations and Acquisition Function (Upper Confidence ...

18:00
Bayesian Optimization - Math and Algorithm Explained

66,816 views

4 years ago

Nando de Freitas
Machine learning - Introduction to Gaussian processes

Introduction to Gaussian process regression. Slides available at: http://www.cs.ubc.ca/~nando/540-2013/lectures.html Course ...

1:18:55
Machine learning - Introduction to Gaussian processes

307,496 views

12 years ago

NPTEL-NOC IITM
Gaussian Process Regression

Non linear Regression, GP Regression, Basis functions, Basis systems, Gaussian Process Prior.

19:01
Gaussian Process Regression

6,738 views

2 years ago

paretos
Coding gaussian process regressors FROM SCRATCH in python

In this video we will implement a Gaussian process regressor with squared exponential kernel in Python using numpy only and ...

21:43
Coding gaussian process regressors FROM SCRATCH in python

35,608 views

3 years ago

3Blue1Brown
A pretty reason why Gaussian + Gaussian = Gaussian

A visual trick to compute the sum of two normally distributed variables. 3b1b mailing list: https://3blue1brown.substack.com/ Help ...

13:16
A pretty reason why Gaussian + Gaussian = Gaussian

916,066 views

2 years ago

IntuitiveML
I get confused trying to learn Gaussian Processes | Learn with me!

Watch me stutter for 2.5 hours in the uncut video: https://www.patreon.com/posts/47543982 View the recap doc here: ...

29:32
I get confused trying to learn Gaussian Processes | Learn with me!

37,268 views

4 years ago

The Friendly Statistician
What Are Kernels In Gaussian Process Regression? - The Friendly Statistician

What Are Kernels In Gaussian Process Regression? In this informative video, we will unpack the concept of kernels in Gaussian ...

3:36
What Are Kernels In Gaussian Process Regression? - The Friendly Statistician

86 views

4 months ago

Richard McElreath
Statistical Rethinking 2022 Lecture 16 - Gaussian Processes

... 00:00 Introduction 01:59 Spatial confounding 09:40 Gaussian processes 25:45 Oceanic covariance 35:39 Primate phylogeny ...

1:25:25
Statistical Rethinking 2022 Lecture 16 - Gaussian Processes

12,520 views

3 years ago

Matlab for Engineers
MATLAB skills, machine learning, sect 17: What is Gaussian Process Regression?

This course focuses on data analytics and machine learning techniques in MATLAB using functionality within Statistics and ...

2:14
MATLAB skills, machine learning, sect 17: What is Gaussian Process Regression?

17,866 views

8 years ago

Pupusse LINCS
A tutorial on Bayesian optimization with Gaussian processes

Speaker: Lorenzo Maggi (Nokia Bell Labs France). Webpage: ...

1:05:56
A tutorial on Bayesian optimization with Gaussian processes

17,974 views

4 years ago

Andre Aqui
Gaussian Process Regression Presentation
12:23
Gaussian Process Regression Presentation

3,015 views

5 years ago