Emil Navod·20h ago3-Coloring Problem with Graph Neural NetworksThis article is not an how-to-article but more of a journal of my own analysis. The goal of the article is to give an understanding about…
InData Science CollectivebyGiuseppe Futia·2d agoWhen Graph Structure Beats Language Models in Ontology AlignmentA systematic comparison of six method families on biomedical ontology pairs, and the one property that predicts which family winsA response icon1A response icon1
Ifeanyi Ogbuehi·3d agoHow Neural Networks Actually Learn — And Why “Neural Network” Is Not One ThingA neural network is made of thousands (or millions) of weights and biases. Backpropagation is the procedure that finds useful values for…
Jiya Singh·4d agoThe Interesting Part of a Graph Isn’t Always the NodesExploring how machines can learn not just from data, but from the relationships within it.
Buzunov Olek·6d agoGraph Homophily in Node ClassificationGraph homophily in node classification: how connections between nodes relate to similarity in their labels.
Schrödinger's cat·Nov 5AI Can Understand How Things Are Connected. Here's How GNNs Work.Most AI models learn from images, text, or numbers. But what if the important information isn't just the data itself, but how everything is…
Ariadne Christidis·Nov 2How I Replicated and Extended a Maritime Routing Model With Graph Neural Networks in PythonImagine removing a single point from the world’s maritime network.A response icon1A response icon1
Yash And Shubhransh - ML Box·Oct 31The Attacks On Graph Nueral Networks Are Getting Out of HandHow to Detect and Defend Against Them
Vid Cabrian·Oct 27Climbing the Graph: A GNN-Powered MoonBoard Recommender Systemby Tadej Jeršin, Žan Mervič, Vid Čabrian as part of the Stanford CS224W course project.A response icon1A response icon1
Mohamed Bechir Kefi·Oct 27Do Graph Neural Networks Beat CNNs in AlphaZero-Style Self-Play?I tested it twice on the board game Hive, under pre-registered protocols and on a single laptop. The graph network caught up, but it never…A response icon1A response icon1
