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11,901 results

Anders Munk-Nielsen
Kernel and Sieve Estimation

Note, in the code I use the Robinson two-step using both kernel regression or sieve estimation. I could have instead done the ...

24:23
Kernel and Sieve Estimation

2,490 views

10 years ago

Stanford Online
Lecture 7 - Kernels | Stanford CS229: Machine Learning Andrew Ng (Autumn 2018)

For more information about Stanford's Artificial Intelligence professional and graduate programs, visit: https://stanford.io/ai Andrew ...

1:20:25
Lecture 7 - Kernels | Stanford CS229: Machine Learning Andrew Ng (Autumn 2018)

240,342 views

5 years ago

ritvikmath
Kernel Density Estimation : Data Science Concepts

All about Kernel Density Estimation (KDE) in data science. Fish Icon: ...

25:52
Kernel Density Estimation : Data Science Concepts

56,738 views

1 year ago

DeepMath
Abdulkadir Canatar - Statistical Mechanics of Generalization in Kernel Regression

... at harvard and he's going to talk about the statistical mechanics of generalization in kernel regression hello everyone i'm abdul ...

20:57
Abdulkadir Canatar - Statistical Mechanics of Generalization in Kernel Regression

410 views

5 years ago

Bayesian Decision-making and Uncertainty
Ben Adlam (Google) - Kernel Regression with Infinite-Width Neural Networks on Millions of Examples

... did with some colleagues at Google on kernel regression uh with millions of examples from infinite with neural networks and as ...

51:23
Ben Adlam (Google) - Kernel Regression with Infinite-Width Neural Networks on Millions of Examples

443 views

Streamed 2 years ago

Justin Esarey
Kernel Regularized Least Squares (updated)

A lecture on Kernel Regularized Least Squares (Hainmueller and Hazlett 2014). Recorded 2/20/2017.

1:01:32
Kernel Regularized Least Squares (updated)

2,483 views

8 years ago

GeoDa Software
Density Estimation and Kernel Regression

Nonparametrics Primer: Density Estimation and Kernel Regression. Lecture by Luc Anselin on spatial econometrics (2006)

59:28
Density Estimation and Kernel Regression

10,747 views

9 years ago

MyCampus
Linear Regression and all optimisation techniques (LSE, SGD, Kernel regression, Probabilistic view )

For My Notes ( Fill this Google form ): https://forms.gle/rJYeG4cUhWbX7FeZ9 Connect with me over Instagram for any sort of ...

33:49
Linear Regression and all optimisation techniques (LSE, SGD, Kernel regression, Probabilistic view )

4,133 views

1 year ago

Brunei Math Club
Applying the kernel method to polynomial regression

By appropriately choosing a kernel function, we can readily solve the polynomial regression problem. Subscribe: ...

25:10
Applying the kernel method to polynomial regression

176 views

1 year ago

Daniel Bird
10-701 Lecture 7  Local  Kernel Regression

So we are talking about um a kernel or or local regression and we i showed last time something about splines which are one type ...

1:14:15
10-701 Lecture 7 Local Kernel Regression

425 views

5 years ago

ICTP Condensed Matter and Statistical Physics
Materials-structure Property Mapping with Kernel Based Methods

Young Researchers' Workshop on Machine Learning for Materials | (smr 3701) Speaker: Milica TODOROVIC (University of Turku, ...

1:28:45
Materials-structure Property Mapping with Kernel Based Methods

320 views

3 years ago

Rebecca Willett
Lecture 12 Fall 2025: Pseudoinverse and Kernel Ridge Regression

Lecture 12 from UChicago's Mathematical Foundations of Machine Learning course. Course website and lecture notes: ...

1:20:06
Lecture 12 Fall 2025: Pseudoinverse and Kernel Ridge Regression

192 views

1 month ago

Fields Institute
Kernel Flows Demystified: Application to Regression

Speaker: Matthieu Darcy Event: Second Symposium on Machine Learning and Dynamical Systems ...

24:25
Kernel Flows Demystified: Application to Regression

882 views

5 years ago

Desmond Fung
Lecture 16 --  L1 Regularization, Kernel Regression, Markov Chains
1:27:00
Lecture 16 -- L1 Regularization, Kernel Regression, Markov Chains

20 views

1 year ago

NPTEL - Indian Institute of Science, Bengaluru
ee53 lec29 Kernel regression using RBFs

Kernel regression, Parzen-Rozenblatt estimate, Nadaraya Watson regression estimate.

36:42
ee53 lec29 Kernel regression using RBFs

662 views

6 years ago

The Linux Foundation
Mentorship Session: How to Report and Handle Linux Kernel Regressions

Mentor: Thorsten Leemhuis The Linux kernel is well known for its "no regressions" rule, nevertheless quite a few reported ...

1:22:12
Mentorship Session: How to Report and Handle Linux Kernel Regressions

912 views

2 years ago

MITCBMM
Class 10 - Large Scale Kernel Methods

Lorenzo Rosasco, MIT, University of Genoa, IIT 9.520/6.860S Statistical Learning Theory and Applications Class website: ...

1:19:20
Class 10 - Large Scale Kernel Methods

992 views

8 years ago

Dr. Chowdhury
Mathematical Derivation of Kernel Regression, Local Polynomial and Spline Regression

Theory and applications of Kernel Regression, Local Polynomial Regression and Spline Regression.

2:14:57
Mathematical Derivation of Kernel Regression, Local Polynomial and Spline Regression

169 views

2 years ago

StatQuest with Josh Starmer
Support Vector Machines Part 1 (of 3): Main Ideas!!!

Support Vector Machines are one of the most mysterious methods in Machine Learning. This StatQuest sweeps away the mystery ...

20:32
Support Vector Machines Part 1 (of 3): Main Ideas!!!

1,670,238 views

6 years ago

NPTEL-NOC IITM
Tutorial: Kernel Regression

Tutorial: Kernel Regression "1) Application of Ridge Kernel Regression on a custom dataset 2) Handle Outliers in the data 3) Grid ...

32:51
Tutorial: Kernel Regression

1,861 views

9 months ago

LispNYC
Chapter 17: Kernel Methods

Presenter: Pinku Deb Nath Date: February 28th, 2022.

1:02:24
Chapter 17: Kernel Methods

245 views

3 years ago

Ivan Canay
Econ 480 - Lecture 9: Nonparametric Regression

These are the recorded lectures of Econ 480, Graduate Econometrics, taught by Ivan Canay at Northwestern University.

1:30:10
Econ 480 - Lecture 9: Nonparametric Regression

1,171 views

4 years ago

NPTEL-NOC IITM
Linear Kernel Regression

Linear Kernel Regression "1) Kernel Linear Regression 2) Overfitting and Underfitting 3) Bias versus Variance 4) Important ...

41:36
Linear Kernel Regression

3,341 views

9 months ago

Marcel De Sutter | Recruiting-Automation mit KI
06 - GAUSSIAN PROCESSES - INTRODUCTION TO REGRESSION AND KERNEL METHODS

BECOME ONE OF THE FIRST STUDENTS OF THE NEW STANDARD MACHINE LEARNING CURRICULUM!

1:02:04
06 - GAUSSIAN PROCESSES - INTRODUCTION TO REGRESSION AND KERNEL METHODS

1,171 views

4 years ago

ThatMathThing
The Bahamas, Occupation Kernels, and System Identification

Then we present our first method for approximating a dynamical system, the Occupation Kernel Regression Method. Academic ...

33:01
The Bahamas, Occupation Kernels, and System Identification

1,140 views

4 years ago