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Matrix properties
Uncategorized
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88
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1
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6 Jan '21
Hello
I'm struggling with matrix and vector calculus and in this example in particular there ar…
Poisson exercise - Mock Exam 2014
Exams
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121
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4
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6 Jan '21
Hi! In the solution of the exercises about Poisson regression, at point b for example, the final ex…
Naive Bayes Classifier exercise - Mock Exam 2014
Exams
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211
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10
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5 Jan '21
Hi! I am really struggling trying to understand the passages to answer the second question of this …
Potential typos
Lectures
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111
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3
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5 Jan '21
Hi,
In [the lecture notes about ridge regression](https://github.com/epfml/ML_course/blob/master…
second order condition
Lectures
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82
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2
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5 Jan '21
Hi,
In lecture 2 page 22 formula (2) I don't understand why the condition is stated as positive …
unsupervised learning
Lectures
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99
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2
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4 Jan '21
hi,
I was wondering how we tune hyperparameters in unsupervised learning (for ex k in K-means). …
Question 4 proofs
Lectures
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65
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1
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4 Jan '21
Should we know by hard the proof for lecture 4A? For example, do we need to know by hard the proof …
Are the additional notes/readings at the end of each lecture note required for the exam?
Uncategorized
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154
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2
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4 Jan '21
Hi,
I'd like to ask if the additional notes/readings at the end of each lecture are within the s…
Dimensions of X in the exam.....
Exams
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164
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3
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4 Jan '21
Will the size of the input matrix be mentioned for the multiple question exercises ?
In 2016 it's…
Cost of ALS
Lectures
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121
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1
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4 Jan '21
Hi, I have a few questions regarding the lecture notes of ALS:
First of all, what is the cost of…
Week 12: Differentiable Nash equilibrium
Lectures
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108
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3
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3 Jan '21
Hi, I have a question regarding the equations shown in slide 5 of the first lecture of week 12:
…
Lab 13- Exercise 3
Exercises
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80
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1
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3 Jan '21
Hey !
Could anyone help me deriving the first 2 points of exercise 3 please.
I reckon we've don…
Adversarial training and Randomized smoothing
Lectures
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97
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1
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3 Jan '21
Hello! I have two questions related to the lecture about Adversarial ML.
1. In the paragraph abou…
Exercise theory solutions
Exercises
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203
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4
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3 Jan '21
Would it be possible to get the solutions for exercise 4 (theory question)?
Thank you in advance…
Problem 5 in 2018 final exam
Exams
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162
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2
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3 Jan '21
Dear TA,
![2018-5.JPG](https://oknoname-crm1.s3.amazonaws.com/spirit/images/562/12d67ef582c2…
GMM - z_n assignments
Lectures
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101
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2
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1 Jan '21
Good morning, I was reviewing Gaussian mixture models and am struggling to understand how soft clus…
Using the Hessian to prove that the loss function is convex
Lectures
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166
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5
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31 Dec '20
Hi, I have a question regarding the use of the Hessian (H) to prove that the loss function for logi…
Exam - Bayes net 2019
Exams
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548
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7
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31 Dec '20
Hi,
Hope you are doing fine. I would like to know if we may encounter an exercise such as the q…
theory question complexity
Exercises
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147
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4
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31 Dec '20
Hello,
I understand that we consider D different Wi for each dimension but how is the x N obtain…