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11.1
Exercises
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107
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2
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5 Dec '20
Hello,
i have a question about the solution:
 for each of them stored inside a list, and I want …
Information spill from test set in training
Uncategorized
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64
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2
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30 Nov '20
I understand that in a supervised context, it is crucial to avoid any form of information spill fro…
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…
Information concerning training a NN on the Scitas cluster
Project 2
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86
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2
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26 Nov '20
Hello,
Having a lot of datas, we are required to train a Neural network on multiple GPUs, the lab …
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…
Bug in the plotting function ?
Exercises
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84
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1
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24 Nov '20
Good evening,
I think there is an error in the plotting file for this week, I had to change two …
logistic regression pytorch
Exercises
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76
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3
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24 Nov '20
Hi,
In the part of lab 10 on 'Logistic regression in PyTorch' I am not quite sure how the class…
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…
Is our project feasible ?
Project 2
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118
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2
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23 Nov '20
Hello everyone,
Along with my team, we are doing project 2 in a neuroscience lab at EFPL. Our pr…