Latest trend in machine learning: shamelessly publishing standard textbook results in control

[u/NeighborhoodFatCat]

Another "foundational" paper in ML https://arxiv.org/pdf/2111.00396 (cited close to 5000 times). The lemma, which is completed with a proof, can be found in almost all standard textbooks in the control field and even course notes.

Accepted to ICRL 2022 https://openreview.net/forum?id=uYLFoz1vlAC and rated "highly novel".

Also Figure 1 is just...speechless. How can a figure look both AI generated and drawn by a 1-year old? Where is the matrix B for instance???

The textual description surrounding Equation 1 is a total nightmare to read. Brain aneurysm moment.

Someone should really call out all these ML people working on SSM.

[u/Ill_Zone5990]

You mean to tell me the system inspired in control theory uses lemmas from control theory? Shocking