[D] OOD and Spandrels, or What you should know about EBM.
Reddit - Machine Learning
1 min read
About this article
Energy-based model This article will compare EBMs to multi-layered perceptrons, and addresses a lingering question : Whether or not EBMs are simply an "equivalent reformulation" of traditional MLPs with gradient descent. Given the same training data, and the same parameter count, do EBM simply converge to what would result from a traditional MLP trained by gradient descent? It turns out the answer is no. EBMs differ most sharply from MLP in how they categorize OOD points that are near the bou...
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Originally published on March 26, 2026.
Curated by AI News.
