#tmlr — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #tmlr, aggregated by home.social.
-
🧠 Just came across #BeyondPDF by #TMLR. It introduces a new submission format for #ScientificPublishing based on #Markdown and #HTML, supporting interactive figures, videos, and other rich media. This enables direct interaction with content beyond what static PDFs allow. Awesome idea!
-
A connection between sparse and low rank matrices. Let S be a sparse similarity matrix, for example the distances of the 3 nearest neighbours in a low dimensional manifold. Can you recover S if you have a low rank (dense) matrix L from in a high dimensional space? This paper provides a geometric interpretation for S = max(0,L). It proposes a decomposition algorithm, that can be modelled as a ReLU neural network layer.
#MachineLearning #SparseDecomposition #LowRank #TMLR
https://openreview.net/forum?id=p8gncJbMit -
I am happy to share that our paper on the «#Intrinsic #Dimension for Large-Scale Geometric Learning» was published today at #TMLR (https://openreview.net/pdf?id=85BfDdYMBY)