Thursday, September 14, 2017

RESCAL Links

RESCAL Minimization Problem.

Factorizing YAGO
http://www.dbs.ifi.lmu.de/%7Etresp/papers/p271.pdf

A Three-Way Model for Collective Learning on Multi-Relational Data
http://www.icml-2011.org/papers/438_icmlpaper.pdf

"Python module to compute the RESCAL tensor factorization "
https://github.com/mnick/rescal.py

"Scikit Tensor"
https://github.com/mnick/scikit-tensorTensor Factorization for Multi-Relational Learning


Logistic Tensor Factorization for Multi-Relational Data
https://arxiv.org/pdf/1306.2084v1.pdf



http://www.cip.ifi.lmu.de/~nickel/data/slides-icml2011.pdf

http://web.mit.edu/~mnick/www/   <<< Maximilian Nickel's website

---------------------------------------------------------

, N; , E "Improving entity search over linked data by modeling latent semantics" https://www.researchgate.net/publication/260419630_Improving_entity_search_over_linked_data_by_modeling_latent_semantics


"Scalable tensor factorization"
https://github.com/nzhiltsov/Ext-RESCAL

--------------------------------------------------------

A Semantic Matching Energy Function for Learning
with Multi-relational Data
Xavier Glorot et. al
https://arxiv.org/pdf/1301.3485.pdf


reference for cross-check: https://github.com/researchstudio-sat/webofneeds/issues/1165


No comments:

Post a Comment