Re:Can a Transformer Represent a Kalman Filter?
by gautamcgoel on Wednesday December 13, 2023 @07:28PM
(#38636238)
Uh... You're asking the wrong guy :)
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Re:Can a Transformer Represent a Kalman Filter?
by Paul-Craft on Wednesday December 13, 2023 @08:08PM
(#38636541)
Well, you did say any questions. ;)
Speaking of questions, it seems to me that in light of the universal approximation theorem, the question isn't "can a transformer represent a Kalman filter," but can it do so simply and somewhat efficiently. That seems to be what you're getting at here, yes?
Re:Can a Transformer Represent a Kalman Filter?
by gautamcgoel on Wednesday December 13, 2023 @08:26PM
(#38636664)
Yes. Also the universal approximation theorem won't directly yield the kind of "strong" approximation we prove, which is uniform in time and holds for an arbitrary (possibly adversarial) sequence of disturbances.