134 citations · 291 across the 18 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2025
Two-dimensional Taxonomy for N-ary Knowledge Representation Learning Methods
Xiaohua Lu, Liubov Tupikina, Mehwish Alam
Real-world knowledge can take various forms, including structured, semi-structured, and unstructured data. Among these, Knowledge Graphs (KGs) are structured representations that i…
cs.LG2024
Dissecting embedding method: learning higher-order structures from data
Liubov Tupikina, Kathuria Hritika
Active area of research in AI is the theory of manifold learning and finding lower-dimensional manifold representation on how we can learn geometry from data for providing better q…