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234,293 results
shattering
random forest algoritması
pac learning
convolutional neural network
regularization
bias variance tradeoff
Virginia Tech Machine Learning.
37,924 views
10 years ago
Shattering, VC dimension, and quantifying classifier complexity.
91,591 views
12 years ago
This video introduces the fundamental concept of the VC dimension. Speaker and editor: Lê Nguyên Hoang. Playlist on Machine ...
3,591 views
9 years ago
The VC Dimension - A measure of what it takes a model to learn. Relationship to the number of parameters and degrees of ...
198,499 views
13 years ago
La dimension de Vapnik-Chervonenkis, un lien entre les statistiques et la géométrie. Considérons une population et un ensemble ...
1,776 views
2 years ago
Vapnik Chervonenkis Dimension | VC Dimension | VC Dimension Solved Example in Machine Learning by Mahesh Huddar The ...
48,096 views
1 year ago
A quick introduction to PAC Learning and VC Dimension.
25,390 views
5 years ago
This video computes the VC dimension of linear classifiers of R^d. Speaker and editor: Lê Nguyên Hoang. Playlist on Machine ...
1,782 views
VC dimension of a hypothesis class H is the maximum number of data points which can be shattered by H. This video will explain ...
51,283 views
8 years ago
This video is part of an online course, Model Building and Validation. Check out the course here: ...
14,475 views
In this video, we dive into the concept of the Vapnik-Chervonenkis (VC) dimension, a key concept in machine learning theory that ...
9,201 views
In this video, we continue the study of generalization for infinite hypothesis sets. We define the notions of shattering, break points ...
1,864 views
3 years ago
Je vous parle de comment les mathématiciens bidouillent les définitions de leurs mots pour rendre leurs jolis théorèmes vrais, ...
41,182 views
7 years ago
In Vapnik–Chervonenkis theory, the Vapnik–Chervonenkis (VC) dimension is a measure of the capacity (complexity, expressive ...
64,977 views
31,446 views
The talk by Andrey Kupavskii (MIPT, Moscow, Russia and CNRS, Grenoble, France) "VC-dimension of polytopes" that he made on ...
172 views
4 years ago
CS 485/685, University of Waterloo. Jan 28, 2015. Introducing the VC-dimension.
19,178 views
Vapnik and Chervonenkis' paper, published in 1971, laid the groundwork for subsequent research in statistical learning theory ...
176 views
For this we will discuss a concept called the VC dimension which stands for Vapnik-Chernvonenkis direction after the names of ...
47,691 views
PDF: https://mohamedkadhem.com/machine-learning/ We aim to establish a uniform bound of the deviation of the empirical loss ...
631 views
