Timeline for A method to bound distances between sets
Current License: CC BY-SA 4.0
11 events
when toggle format | what | by | license | comment | |
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Jul 1, 2021 at 12:02 | review | Close votes | |||
Jul 12, 2021 at 0:05 | |||||
Jun 29, 2021 at 14:10 | history | edited | Daniele Tampieri | CC BY-SA 4.0 |
(Very) Minor Math Jaxing (used $\|\cdot\|$ instead of $||\cdot||$)
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Jun 29, 2021 at 14:00 | comment | added | user44143 | If all you want is a bound from above, then let $p$ be the minimum of $X\cup Y$ (i.e. the first coordinate of $p$ is the minimum of all the first coordinates), and let $q$ be the maximum, and the distance between $p$ and $q$ provides an upper bound. | |
Jun 29, 2021 at 13:13 | answer | added | Iosif Pinelis | timeline score: 4 | |
Jun 29, 2021 at 13:04 | comment | added | Flore | @MattF. So the most important and interesting is to find a known efficient method to find the nearest neighbor for all points in huge sets then I can work on the bound for the distance | |
Jun 29, 2021 at 13:01 | comment | added | Flore | @MattF. As you know, the distance above is used as a metric to compare the similarity between two sets in neural networks. Unfortunately, I can't compute it exactly because of the amount of points since it needs to to search for the closest neighbor in Y for each point in X and to do the same again for each point in Y. Consequently, I am looking in literature for efficient methods to find the nearest neighbor in order to use them and to bound the distances above. | |
Jun 29, 2021 at 12:50 | history | edited | user44143 | CC BY-SA 4.0 |
deleted 6 characters in body
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Jun 29, 2021 at 12:49 | comment | added | Flore | @MattF. Thanks for your help and the edit. I wrote to bound in the original question because it is hard to compute the distance exactly and an algorithm should be used to approximate or bound the distance. Hope it is clear? | |
Jun 29, 2021 at 12:42 | history | edited | user44143 | CC BY-SA 4.0 |
simplified and retagged
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Jun 29, 2021 at 12:31 | review | First posts | |||
Jun 29, 2021 at 14:10 | |||||
Jun 29, 2021 at 12:29 | history | asked | Flore | CC BY-SA 4.0 |