Researchers introduced algorithms that map regions of ReLU networks, showing skip connections produce fewer but larger regions. Accepted for 2025 proceedings (submitted Sep 2025). https://getnews.me/computing-linear-regions-in-neural-networks-with-skip-connections/ #neuralnetworks #tropicalgeometry

The Strentzel-Muir House, a historic gem in the Bay Area, is definitely worth checking out 🏡

#ArchitectureAppreciation #PalmFramed #LowAngleLove #ColorStudy #TealAndTerracotta #DesignInFocus #VisualBalance #SkyViewShot #FacadeFriday #TropicalGeometry #CreativeExplorer #LightroomEdit #PhotoFlow

Tropical linear systems and the realizability problem
Matthew Dupraz
Paper
Details
#TropicalGeometry #RealizabilityProblem #MatthewDuprazResearch

7/ Our message ✍️
Better reasoning might come not from bigger models, but from choosing the right algebra/geometry 🌴.
@petar-v.bsky.social @jalonso.bsky.social
#TropicalGeometry #NeuralAlgorithmicReasoning #AI4Math