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paretos
Bayesian Optimization (Bayes Opt): Easy explanation of popular hyperparameter tuning method

Bayesian Optimization is one of the most popular approaches to tune hyperparameters in machine learning. Still, it can be applied ...

9:50
Bayesian Optimization (Bayes Opt): Easy explanation of popular hyperparameter tuning method

114,384 views

4 years ago

DataMListic
Bayesian Optimization

In this video, we explore Bayesian Optimization, which constructs probabilistic models of unknown functions and strategically ...

8:15
Bayesian Optimization

37,412 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

UAI 2018
2. Bayesian Optimization

I am going to be talking to you about Bayesian optimization and will sort of run the gamut over Bayesian optimization I'll talk about ...

1:34:54
2. Bayesian Optimization

70,524 views

7 years ago

Taylor Sparks
32. Bayesian Optimization

Welcome back to our Materials Informatics series! In today's episode, we delve into Bayesian Optimization, a critical tool for ...

26:18
32. Bayesian Optimization

10,862 views

1 year ago

Marc Deisenroth
Bayesian Optimization

So we're going to look at bayesian optimization today the base optimization is uh is an interesting or very important application of ...

1:22:28
Bayesian Optimization

21,101 views

4 years ago

Tübingen Machine Learning
Roman Garnett - Bayesian Optimization

The talk by Roman Garnett at the Probabilistic Numerics Spring School 2023 in Tübingen, on 27 March. Further presentations can ...

1:26:06
Roman Garnett - Bayesian Optimization

9,201 views

2 years ago

Nando de Freitas
Machine learning - Bayesian optimization and multi-armed bandits

Bayesian optimization, Thompson sampling and multi-armed bandits. Applications to algorithm configuration, intelligent user ...

1:20:30
Machine learning - Bayesian optimization and multi-armed bandits

136,216 views

12 years ago

Computerphile
Using Bayesian Approaches & Sausage Plots to Improve Machine Learning - Computerphile

Bayesian logic is already helping to improve Machine Learning results using statistical models. Professor Mike Osborne drew us ...

11:02
Using Bayesian Approaches & Sausage Plots to Improve Machine Learning - Computerphile

48,198 views

1 year ago

People also watched

PyData
Thomas Huijskens - Bayesian optimisation with scikit-learn

Filmed at PyData London 2017 Description Join Full Fact, the UK's independent factchecking charity, to discuss how they plan to ...

39:21
Thomas Huijskens - Bayesian optimisation with scikit-learn

39,662 views

8 years ago

Enthought
Frequentism and Bayesianism: What's the Big Deal? | SciPy 2014 | Jake VanderPlas
26:31
Frequentism and Bayesianism: What's the Big Deal? | SciPy 2014 | Jake VanderPlas

114,671 views

11 years ago

Veritasium
The Bayesian Trap

Bayes' theorem explained with examples and implications for life. Check out Audible: http://ve42.co/audible Support Veritasium on ...

10:37
The Bayesian Trap

4,401,186 views

8 years ago

Ryan & Matt Data Science
Mastering Hyperparameter Tuning with Optuna: Boost Your Machine Learning Models!

Don't miss out! Get FREE access to my Skool community — packed with resources, tools, and support to help you with Data, ...

28:15
Mastering Hyperparameter Tuning with Optuna: Boost Your Machine Learning Models!

38,969 views

2 years ago

Gaussian Process Summer School
Bayesian Optimization: From Research to Production with BoTorch & Ax

... about uh from research to production with photogenax in the context of bayesian optimization so thanks for inviting me um this is ...

42:38
Bayesian Optimization: From Research to Production with BoTorch & Ax

7,535 views

Streamed 4 years ago

PyData
Eric J. Ma - An Attempt At Demystifying Bayesian Deep Learning

PyData New York City 2017 Slides: https://ericmjl.github.io/bayesian-deep-learning-demystified/ In this talk, I aim to do two things: ...

36:15
Eric J. Ma - An Attempt At Demystifying Bayesian Deep Learning

72,339 views

8 years ago

rasmusab
Introduction to Bayesian data analysis - part 1: What is Bayes?

Try my new interactive online course "Fundamentals of Bayesian Data Analysis in R" over at DataCamp: ...

29:30
Introduction to Bayesian data analysis - part 1: What is Bayes?

303,507 views

8 years ago

Mathematics with Woody
Introduction to Bayesian Statistics - A Beginner's Guide

Bayesian statistics is used in many different areas, from machine learning, to data analysis, to sports betting and more. It's even ...

1:18:47
Introduction to Bayesian Statistics - A Beginner's Guide

123,802 views

4 years ago

UMass Machine Learning & Friends Lunch
Zi Wang - Bayesian Optimization for Global Optimization of Expensive Black-box Functions

This talk was held on October 31, 2019 as a part of the MLFL series, hosted by the Center for Data Science, UMass Amherst.

57:26
Zi Wang - Bayesian Optimization for Global Optimization of Expensive Black-box Functions

2,551 views

6 years 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

MacCormac
Bayesian Optimisation
7:37
Bayesian Optimisation

21,838 views

3 years ago

Unchained Labs
Abigail Doyle, Princeton U & Jason Stevens, BMS: Bayesian Optimization for Chemical Synthesis

Part 1: Development of Bayesian Optimization for Chemical Synthesis. Abigail Doyle, Princeton University Part 2: Bayesian ...

58:09
Abigail Doyle, Princeton U & Jason Stevens, BMS: Bayesian Optimization for Chemical Synthesis

5,262 views

4 years ago

Taylor Sparks
A gentle introduction to Bayesian optimization

A workshop given by Sterling Baird on August 22, 2023 - Accelerate Conference @ University of Toronto ...

36:35
A gentle introduction to Bayesian optimization

5,587 views

2 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

Ованес Петросян
Bayesian optimization
11:24
Bayesian optimization

217 views

4 years ago

paretos
Coding Bayesian Optimization (Bayes Opt) with BOTORCH - Python example for hyperparameter tuning

Bayesian Optimization is one of the most common optimization algorithms. While there are some black box packages for using it ...

29:29
Coding Bayesian Optimization (Bayes Opt) with BOTORCH - Python example for hyperparameter tuning

20,773 views

4 years ago

SCI – Where Science Meets Business
SCITalk: Bayesian optimization and design of experiments

Professor Ruth Misener is the BASF/RAEng Research Chair in Data-Driven Optimisation (2022-27) at the Imperial Department of ...

1:01:51
SCITalk: Bayesian optimization and design of experiments

713 views

9 months ago

AutoML Seminars
Vanilla Bayesian Optimization Performs Great in High Dimensions

Title: Vanilla Bayesian Optimization Performs Great in High Dimensions Abstract: In Bayesian optimization (BO), complexity and ...

35:19
Vanilla Bayesian Optimization Performs Great in High Dimensions

7,428 views

1 year ago

Microsoft Research
Information-based approaches for Bayesian optimization.

Bayesian optimization provides a principled, probabilistic approach for global optimization. In this talk I will give a brief overview of ...

21:51
Information-based approaches for Bayesian optimization.

1,395 views

9 years ago

PyData
Gilles Louppe | Bayesian optimization with Scikit-Optimize

PyData Amsterdam 2017 You are given access to an espresso machine with many buttons and knobs to tweak. Your task is to ...

28:54
Gilles Louppe | Bayesian optimization with Scikit-Optimize

16,115 views

8 years ago