kraegar

joined 1 year ago
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You've been instantly teleported two feet to the left. How does this affect you? in c/asklemmy@lemmy.ml
[โ€“] kraegar@lemmy.world 7 points 10 months ago

my spinal cord has been severed and I feel hot prickles on my cheeks...

I read that as hot pickles and got realllllllly confused until I reread it.

PSA: Mastodon is NOT Twitter and does not aim to be. in c/fediverse@lemmy.world
[โ€“] kraegar@lemmy.world 0 points 1 year ago (1 children)

George Takei feels like half the reason I still even used twitter.

A lot of the communities I interacted with because people shilling their products, but George remained.

Swapping to Mastodon was something I had low expectations for, but it turned out great.

2
Reversible Instance Normalization for Accurate Time-Series Forecasting against Distribution Shift (openreview.net)
 

I found this paper when implementing TSMixer in darts and thought it was worth sharing.

As far as I know, it may not be relevant to non-timeseries problems. That being said, does anybody know of instance normalization outside of timeseries? It is obviously similar to batch normalization but is slightly different.

I added RIN to an N-HiTS model using the Energy benchmark dataset and got 21% and 22% reduction in MSE and MAE, respectively. This required two lines of code to be added to the model definition and increased compute time in no noticeable manner.