How sharp are products of experts?
	• If each of the M experts is a Gaussian with the same variance, the product is a Gaussian with a variance of 1/M on each dimension. • But a product of lots of Gaussians is just a Gaussian – Adding Gaussians allows us to create arbitrarily complicated distributions. – Multiplying Gaussians doesn’t. – So we need to multiply more complicated “experts”.