I guess it’s a matter of how you define unsupervised, but isn’t SSL closer to supervised learning because there’s a ground-truth to compare the prediction to? Whereas if you’re just clustering some high dimensional data, you might not know what the “true” or most accurate way of clustering that information might be, especially in something like genomics where there’s a lot of information that has an unknown purpose.
onebigcat OP t1_jbuj0qk wrote
Reply to comment by [deleted] in [D] Unsupervised Learning — have there been any big advances recently? by onebigcat
I appreciate the insight! I’m new to ML (coming from the bio research side of things) and trying to keep up.