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maximum inner product search (MIPS) #175

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@Chen-Cai-OSU

Hello,

Thank you very much for the amazing work. I really like extensive experiments in your paper. I was wondering have you ever looked at MIPS? https://ai.googleblog.com/2020/07/announcing-scann-efficient-vector.html

It's also a very important problem and I am curious that the performance compared to other solutions such as scann and faiss. I am interested in both brute force and none brute-force approaches, just like KNN in your paper.

I also want to confirm one thing with you:

  • The KNN (or MIPS) implementation in Keops can be put inside a deep learning model in pytorch, right?

Thank you!

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