No regularization term for Rescal

[phucdoitoan]

• TorchKGE version: 0.6.13

I read the source code of RESCALModel but I realize that there is no regularization term as opppose to the original Rescal paper of Nickel?
Can somebody explain why torchkge does not use regularization term?

[armand33]

Hi @phucdoitoan, thanks for pointing that out. The regularization term is indeed missing and should be added. Feel free to submit a merge request if you have time to contribute on this issue.

[MacOS]

Has this already been addressed? If not, I would be willing to fix this.

[armand33]

Has this already been addressed? If not, I would be willing to fix this.

Hi, this has not been addressed. Feel free to contribute ! Thanks

[shreyash-Pandey-Katni]

Hello @armand33 , I checked into the original research paper and found out the following things:

1. regularization term is just coined and not used further in the research paper.
2. this term is used as a constraint in the following research paper for comparison purposes: A latent factor model for highly multi-relational data
   Let me know your thoughts.