CS/ECE 561 - Probability and Info Theory in Machine Learning

CS/ECE 561 - Probability and Info Theory in Machine Learning

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25 - review day 3

duration 45 minutes 6 seconds

25 - review day 3

25 - review day 3

From Kangwook Lee

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Review day
24 - variational autoencoders

duration 54 minutes 2 seconds

24 - variational autoencoders

24 - variational autoencoders

From Kangwook Lee

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23 - neural networks and autoencoders

duration 1 hour 0 minutes

23 - neural networks and autoencoders

23 - neural networks and autoencoders

From Kangwook Lee

0 likes 124 plays 0
22 - logistic regression and neural networks

duration 53 minutes 20 seconds

22 - logistic regression and neural networks

22 - logistic regression and neural networks

From Kangwook Lee

0 likes 117 plays 0
21 - source coding

duration 59 minutes 41 seconds

21 - source coding

21 - source coding

From Kangwook Lee

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20 - kl divergence

duration 53 minutes 8 seconds

20 - kl divergence

20 - kl divergence

From Kangwook Lee

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19 - probability bounds

duration 53 minutes 49 seconds

19 - probability bounds

19 - probability bounds

From Kangwook Lee

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18 - expectation maximization and k means

duration 43 minutes 21 seconds

18 - expectation maximization and k means

18 - expectation maximization and k means

From Kangwook Lee

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17 - review day 2

duration 46 minutes 2 seconds

17 - review day 2

17 - review day 2

From Kangwook Lee

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16 - logistic regression

duration 53 minutes 14 seconds

16 - logistic regression

16 - logistic regression

From Kangwook Lee

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15 - gaussian estimation of parameters

duration 52 minutes 20 seconds

15 - gaussian estimation of parameters

15 - gaussian estimation of parameters

From Kangwook Lee

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14 - multivariate normal and discriminant analysis

duration 52 minutes 19 seconds

14 - multivariate normal and discriminant analysis

14 - multivariate normal and discriminant analysis

From Kangwook Lee

0 likes 146 plays 0
13 - entropy and mutual information

duration 49 minutes 9 seconds

13 - entropy and mutual information

13 - entropy and mutual information

From Kangwook Lee

0 likes 119 plays 0
12 - conditional independence, graphical models

duration 52 minutes 45 seconds

12 - conditional independence, graphical models

12 - conditional independence, graphical models

From Kangwook Lee

0 likes 135 plays 0
11 - maximum likelilhood and mmse

duration 49 minutes 27 seconds

11 - maximum likelilhood and mmse

11 - maximum likelilhood and mmse

From Kangwook Lee

0 likes 169 plays 0

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