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This week's slides?
Lectures
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62
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4
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3 Dec '20
Sorry, but I've waited for it for 2 days. It's very hard to read the whole text from the video.
EM, GMM, and K-means - Covariance matrix choice
Lectures
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131
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3
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27 Nov '20
Hi!
I have a question regarding lecture 11 material (GMM).
From the lecture and the formulae, i…
NN how to choose architecture
Lectures
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147
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2
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26 Nov '20
Hello,
I have a question regarding the neural net (or convolutional neural nets) architecture. T…
Issue in the lectures ?
Lectures
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176
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4
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25 Nov '20
Hello,
I think there is an issue with the video lectures:
The first part (EPFL Machine Learn…
Randomised Smoothing: Upper bound on allowed perturbation
Lectures
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118
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3
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24 Nov '20
I was wondering what is the relationship between the maximum scale of the adversarial perturbation …
Regression and over-parametrized systems
Lectures
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75
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3
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23 Nov '20
Good afternoon,
Could you please explain why we say that regularization "helps" with over-parame…
[Splitting train/val/test]
Lectures
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68
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3
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23 Nov '20
Hi there!
I have a small question regarding the train/val/test split. I've looked into some answ…
Lecture notes (9c - page 19) - Why is there twice a min?
Lectures
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66
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2
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23 Nov '20
Hi,
I don't understand why we have two mins over theta in the lecture notes...
![Screenshot 2…
Typo in lecture notes (9c, page 11)
Lectures
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62
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3
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22 Nov '20
Hi,
![Screenshot 2020-11-22 at 19.00.04.jpg](https://oknoname-crm1.s3.amazonaws.com/spirit/image…
[Regularization] Why is it better to have small weights in a given model?
Lectures
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65
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2
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22 Nov '20
Hi,
This might be a very simple question to answer, but I cannot find the answer online...
Th…
Proof Spherical cap distribution
Lectures
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72
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2
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20 Nov '20
Hi
I have a problem understanding why the normal distribution is a good approximation of the unif…
tail of gaussian distrib
Lectures
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65
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2
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17 Nov '20
![Screenshot_20201117_194839.jpg](https://oknoname-crm1.s3.amazonaws.com/spirit/images/287/6924fa1d…
Transition in the backward pass
Lectures
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113
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7
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17 Nov '20
Hi,
I don't fully understand a part of the backward pass justification we are making in the cour…
Spherical cap case
Lectures
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102
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4
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17 Nov '20
Good afternoon,
I have a question about the spherical cap example to explain how we can get a very…
Cap demonstration - some questions
Lectures
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71
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2
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17 Nov '20
Hi! There's a detail I can't get from the demonstration seen in the last lecture, about the sphere …
Cross validation for neural networks
Lectures
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90
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3
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16 Nov '20
Good morning,
I had a more general question on neural networks.
I was wondering how to perform cr…
Non robust features
Lectures
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63
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2
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15 Nov '20
Hello,
![a.JPG](https://oknoname-crm1.s3.amazonaws.com/spirit/images/113/08f8a883f9f444bd8185f057c…
Adversial update
Lectures
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96
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2
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12 Nov '20
Hi
Looking at the lecture notes, I came across this equation with a footnote I am unable to unde…
Adversarial - last demonstration
Lectures
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78
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2
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12 Nov '20
Hey, for the demonstration about the Adversarial risk vs the True risk of the lecture about adversa…
adversarial - robustness part of lecture
Lectures
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85
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3
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12 Nov '20
I have a question regarding this transformation in page 10 of lecture09c_adversarial
x = (x1, · · …