Spectral learning of Bernoulli linear dynamical systems models for decision-making

Iris R Stone, Yotam Sagiv, Il Memming Park, Jonathan W. Pillow

Action editor: Shinichi Nakajima.

https://openreview.net/forum?id=giw2vcAhiH

#stochastic #models #bernoulli

In 1738, Daniel Bernoulli discovered the principle that increasing the flow of a gas or liquid decreases its pressure. #Poetry #Science #History #Hydrodynamics #Bernoulli (https://sharpgiving.com/thebookofscience/items/p1738.html)

Pigarus.
#pig #aeronautics #bernoulli #genius #procreate

In 1683, Jacob Bernoulli discovered the third irrational constant, Euler’s number. #Poetry #Science #History #Mathematics #EulersNumber #Bernoulli (https://sharpgiving.com/thebookofscience/items/p1683.html)

In 1683, Jacob Bernoulli discovered the third irrational constant, Euler’s number. #Poetry #Science #History #Mathematics #EulersNumber #Bernoulli (https://sharpgiving.com/thebookofscience/items/p1683.html)

Mast Mathematical science - the language of unseen relationships... The average person doesn't see :(

So to use and apply a language or even vocabulary, we the people must be able TO FULLY appreciate this language, else not feel or understand the unseen and the unconscious elements working and actually suffer from them (usually from the hands of uncaring designers).

So, from computers to financial calculations... really important to understand what I / you are doing and using. ..

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COMMENTS ABOUT THE ABOVE

CLEARLY some things like this you cannot say to STEM-loving people
(grouping them in nicest possible way temporarily).

The first line of this text and similar is about the "invisibility" of technology (and how important that is) which is like telling a wizard with many super powers after seeing the impressive show "yeah but you miss the whole 'humanity' part!!"
(so if you do anything usually this improving hunan communication is actually often the main point that gets lost / overdone and we have to learn from
...though I admit it ctan seems like a good idea at the start like making planes but not seeing how countries will just use them to bomb people faster or just think about the fuel consumption and realise "no that's stupid to fly at the cost of shipping fossil fuel from millions of kilometers each year".

So STEM is ok to a short limit, then it's missing the human parts. For me it's like only needing Mastodon and Jitsi type things to chat... The rest is bloat or needs better p2p economics (Amazon S3 storage is not "for the way" I don't care if it's cheap don't use it!)

This why gov's and state don't mind pumping STEM (and forgetting the human conversation of caring parts)... They only care for certain parts it "executes" efficiently.

More $T€M and $kip the human parts if learning to get along / deal directly?

CREDITS... ----- ----- ----- ----- ----- -----
This post was inspired by the post below... and a quote by Augusta Ada King, Countess of Lovelace

https://qoto.org/@Nordstahl/109370544952868720

Nordstahl @Nordstahl said

"Mathematical science shows what is. It is the language of unseen relations between things. But to use and apply that language, we must be able fully to appreciate, to feel, to seize the unseen, the unconscious."

- Augusta Ada King, Countess of Lovelace

#science #math #mathematics #mathematician #ada #lovelace #language #life #bernoulli

Mathematical science shows what is. It is the language of unseen relations between things. But to use and apply that language, we must be able fully to appreciate, to feel, to seize the unseen, the unconscious.

- Augusta Ada King, Countess of Lovelace

#science #math #mathematics #mathematician #ada #lovelace #language #life #bernoulli

How are risk frequencies coded in R? When are they applied? What functions can be used?

#datascience #rlanguage #RStats #rprogramming #rstudio #rstats #learnR #riskmanagement #riskmanager #poisson #bernoulli #binominal #R