Yann LeCun points out an instance of dataset bias and proposes a sensible solution. People are not happy about it.
Original Tweet:
ERRATA:
– My specific example of the L1 regularizer wrt to Porsches and Ferraris does not actually work in this particular case. What I mean is a general sparsity-inducing regularizer.
– When I claim that an L1 regularizer would make the problem worse, this only holds in certain circumstances, for example when the data is Gaussian iid.
Thumbnail: by Jérémy Barande / Ecole polytechnique Université Paris-Saclay / CC BY-SA 2.0
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