What does E mean in the GAN equation? The 2019 Stack Overflow Developer Survey Results Are In Announcing the arrival of Valued Associate #679: Cesar Manara Planned maintenance scheduled April 17/18, 2019 at 00:00UTC (8:00pm US/Eastern) 2019 Moderator Election Q&A - Questionnaire 2019 Community Moderator Election ResultsWhat are the relationships/differences between Bias, Variance and ResidualsDoes anyone could help me to understand what is the autoencoders?What is the purpose of the discriminator in an adversarial autoencoder?What does discriminator of a GAN should do?Maximum Entropy modelling - likelihood equationWGAN is too slow what are some ways to tweak for speed ups?EGAN Paper With Confusing NotationWhat does Machine Learning Paradigms means, and what are they?What is the interpretation of the expectation notation in the GAN formulation?What does it mean to take the “average” of two decision trees by 'voting'
ELI5: Why do they say that Israel would have been the fourth country to land a spacecraft on the Moon and why do they call it low cost?
Typeface like Times New Roman but with "tied" percent sign
Is it ok to offer lower paid work as a trial period before negotiating for a full-time job?
Can a novice safely splice in wire to lengthen 5V charging cable?
Can a 1st-level character have an ability score above 18?
He got a vote 80% that of Emmanuel Macron’s
Did the UK government pay "millions and millions of dollars" to try to snag Julian Assange?
Is above average number of years spent on PhD considered a red flag in future academia or industry positions?
Did God make two great lights or did He make the great light two?
Mortgage adviser recommends a longer term than necessary combined with overpayments
How does ice melt when immersed in water
Problems with Ubuntu mount /tmp
The variadic template constructor of my class cannot modify my class members, why is that so?
How many people can fit inside Mordenkainen's Magnificent Mansion?
Was credit for the black hole image misattributed?
Why not take a picture of a closer black hole?
Are my PIs rude or am I just being too sensitive?
Empty set is subset of every set? If yes, why that...
Why is superheterodyning better than direct conversion?
How do you keep chess fun when your opponent constantly beats you?
Is a pteranodon too powerful as a beast companion for a beast master?
Who or what is the being for whom Being is a question for Heidegger?
Does Parliament hold absolute power in the UK?
"... to apply for a visa" or "... and applied for a visa"?
What does E mean in the GAN equation?
The 2019 Stack Overflow Developer Survey Results Are In
Announcing the arrival of Valued Associate #679: Cesar Manara
Planned maintenance scheduled April 17/18, 2019 at 00:00UTC (8:00pm US/Eastern)
2019 Moderator Election Q&A - Questionnaire
2019 Community Moderator Election ResultsWhat are the relationships/differences between Bias, Variance and ResidualsDoes anyone could help me to understand what is the autoencoders?What is the purpose of the discriminator in an adversarial autoencoder?What does discriminator of a GAN should do?Maximum Entropy modelling - likelihood equationWGAN is too slow what are some ways to tweak for speed ups?EGAN Paper With Confusing NotationWhat does Machine Learning Paradigms means, and what are they?What is the interpretation of the expectation notation in the GAN formulation?What does it mean to take the “average” of two decision trees by 'voting'
$begingroup$
I don't understand what "E" means in the GAN equation.
It would be great, if someone could explain what it means. Is it entropy or expected value or something else? I couldn't manage to find the answer in the original article.
machine-learning gan generative-models
edited Apr 1 at 3:12
Ethan
697625
asked Mar 31 at 20:01
PetroPetro
1
$endgroup$
add a comment |
$begingroup$
I don't understand what "E" means in the GAN equation.
It would be great, if someone could explain what it means. Is it entropy or expected value or something else? I couldn't manage to find the answer in the original article.
machine-learning gan generative-models
edited Apr 1 at 3:12
Ethan
697625
asked Mar 31 at 20:01
PetroPetro
1
$endgroup$
1
$begingroup$
Looks like the statistical expectation when x (y) is specified by the prior distribution p(x) (p(y))?
$endgroup$
– bradS
Mar 31 at 20:08
add a comment |
$begingroup$
I don't understand what "E" means in the GAN equation.
It would be great, if someone could explain what it means. Is it entropy or expected value or something else? I couldn't manage to find the answer in the original article.
machine-learning gan generative-models
edited Apr 1 at 3:12
Ethan
697625
asked Mar 31 at 20:01
PetroPetro
1
$endgroup$
I don't understand what "E" means in the GAN equation.
It would be great, if someone could explain what it means. Is it entropy or expected value or something else? I couldn't manage to find the answer in the original article.
machine-learning gan generative-models
machine-learning gan generative-models
edited Apr 1 at 3:12
Ethan
697625
asked Mar 31 at 20:01
PetroPetro
1
edited Apr 1 at 3:12
Ethan
697625
asked Mar 31 at 20:01
PetroPetro
1
edited Apr 1 at 3:12
Ethan
697625
edited Apr 1 at 3:12
Ethan
697625
edited Apr 1 at 3:12
Ethan
697625
697625
asked Mar 31 at 20:01
PetroPetro
1
asked Mar 31 at 20:01
PetroPetro
1
asked Mar 31 at 20:01
PetroPetro
1
1
1
$begingroup$
Looks like the statistical expectation when x (y) is specified by the prior distribution p(x) (p(y))?
$endgroup$
– bradS
Mar 31 at 20:08
add a comment |
1
$begingroup$
Looks like the statistical expectation when x (y) is specified by the prior distribution p(x) (p(y))?
$endgroup$
– bradS
Mar 31 at 20:08
1
1
$begingroup$
Looks like the statistical expectation when x (y) is specified by the prior distribution p(x) (p(y))?
$endgroup$
– bradS
Mar 31 at 20:08
$begingroup$
Looks like the statistical expectation when x (y) is specified by the prior distribution p(x) (p(y))?
$endgroup$
– bradS
Mar 31 at 20:08
add a comment |
0
active
oldest
votes
Your Answer
StackExchange.ready(function()
var channelOptions =
tags: "".split(" "),
id: "557"
;
initTagRenderer("".split(" "), "".split(" "), channelOptions);
StackExchange.using("externalEditor", function()
// Have to fire editor after snippets, if snippets enabled
if (StackExchange.settings.snippets.snippetsEnabled)
StackExchange.using("snippets", function()
createEditor();
);
else
createEditor();
);
function createEditor()
StackExchange.prepareEditor(
heartbeatType: 'answer',
autoActivateHeartbeat: false,
convertImagesToLinks: false,
noModals: true,
showLowRepImageUploadWarning: true,
reputationToPostImages: null,
bindNavPrevention: true,
postfix: "",
imageUploader:
brandingHtml: "Powered by u003ca class="icon-imgur-white" href="https://imgur.com/"u003eu003c/au003e",
contentPolicyHtml: "User contributions licensed under u003ca href="https://creativecommons.org/licenses/by-sa/3.0/"u003ecc by-sa 3.0 with attribution requiredu003c/au003e u003ca href="https://stackoverflow.com/legal/content-policy"u003e(content policy)u003c/au003e",
allowUrls: true
,
onDemand: true,
discardSelector: ".discard-answer"
,immediatelyShowMarkdownHelp:true
);
);
Sign up or log in
StackExchange.ready(function ()
StackExchange.helpers.onClickDraftSave('#login-link');
);
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
StackExchange.ready(
function ()
StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fdatascience.stackexchange.com%2fquestions%2f48311%2fwhat-does-e-mean-in-the-gan-equation%23new-answer', 'question_page');
);
Post as a guest
Required, but never shown
0
active
oldest
votes
0
active
oldest
votes
active
oldest
votes
active
oldest
votes
Thanks for contributing an answer to Data Science Stack Exchange!
- Please be sure to answer the question. Provide details and share your research!
But avoid …
- Asking for help, clarification, or responding to other answers.
- Making statements based on opinion; back them up with references or personal experience.
Use MathJax to format equations. MathJax reference.
To learn more, see our tips on writing great answers.
Sign up or log in
StackExchange.ready(function ()
StackExchange.helpers.onClickDraftSave('#login-link');
);
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
StackExchange.ready(
function ()
StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fdatascience.stackexchange.com%2fquestions%2f48311%2fwhat-does-e-mean-in-the-gan-equation%23new-answer', 'question_page');
);
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function ()
StackExchange.helpers.onClickDraftSave('#login-link');
);
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function ()
StackExchange.helpers.onClickDraftSave('#login-link');
);
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function ()
StackExchange.helpers.onClickDraftSave('#login-link');
);
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
1
$begingroup$
Looks like the statistical expectation when x (y) is specified by the prior distribution p(x) (p(y))?
$endgroup$
– bradS
Mar 31 at 20:08