(Just finished writing my laudatio speech.)
Eoin Hurley will defend his PhD on Wednesday.
#combinatorics #graphtheory #ExtremalCombinatorics #probability #algorithms #math
(Just finished writing my laudatio speech.)
Eoin Hurley will defend his PhD on Wednesday.
#combinatorics #graphtheory #ExtremalCombinatorics #probability #algorithms #math
Relational Graph Transformers
https://kumo.ai/research/relational-graph-transformers/
#HackerNews #Relational #Graph #Transformers #AI #Research #GraphTheory #MachineLearning #DataScience
Relational Graph Transformers represent the next evolution in Relational Deep Learning, allowing AI systems to seamlessly navigate and learn from data spread across multiple tables. By treating relational databases as the rich, interconnected graphs they inherently are, these models eliminate the need for extensive feature engineering and complex data pipelines that have traditionally slowed AI adoption. In this post, we'll explore how Relational Graph Transformers work, why they're uniquely suited for enterprise data challenges, and how they're already revolutionizing applications from customer analytics and recommendation systems to fraud detection and demand forecasting.
Yes, simple graphs and symmetric digraphs are equivalent; their categories are even isomorphic!
But, I prefer the 2-cycles over undirected edges. ๐ #mathematics #graphtheory #categorytheory #hottake
A free book about Graph Theory and Additive Combinatorics.
https://yufeizhao.com/gtacbook/
#book #graph #graphtheory #computerscience #combinatorics #math #mathematics
Minimum spanning tree of a dithered image, 4096 vertices. Model: Swetlana
#spanningtreeyoungandsweet #minimumspanningtree #primsalgorithm #graphtheory #halftoneart #lineart #pythoncode #opengl #algorithmicart #algorist #mathart #laskutaide #computerart #ittaide #kuavataide #iterati