3 ms·
Anything with an input and an output is replaceable by NNs nowadays.
by corethree 3y ago
Anything with an input and an output is replaceable by NNs nowadays.
- radarsat1 3y agoThe thing is, to train a NN to estimate your output from your input, you need input-output pairs. KFs are a way of measuring that output in the first place. So they are not even the same class of solutions.
- FirmwareBurner 3y agoBecause of "resume driven engineering". Even simple problems that you can solve with PID controllers or Kalman Filters but everyone wants to throw ML at it instead, so they can put "ML experience" on their LinkedIn because that's what's hot right now as recruiters probably never heard of Kalman filters or PID controllers. A lot of technical decisions aren't based on "what's the quickest, cheapest and easiest solution to the problem?" but "what solution is most likely to get me hired at a pay bump when I jump ship?"
- dymk 3y agoUnless you need guarantees about the output