1 code implementation • 12 May 2023 • Andrew Draganov, Jakob Rødsgaard Jørgensen, Katrine Scheel Nellemann, Davide Mottin, Ira Assent, Tyrus Berry, Cigdem Aslay
tSNE and UMAP are popular dimensionality reduction algorithms due to their speed and interpretable low-dimensional embeddings.
1 code implementation • 20 Jun 2022 • Andrew Draganov, Tyrus Berry, Jakob Rødsgaard Jørgensen, Katrine Scheel Nellemann, Ira Assent, Davide Mottin
In this work, we show that this is indeed possible by combining the two approaches into a single method.
1 code implementation • NeurIPS 2020 • Alexander Mathiasen, Frederik Hvilshøj, Jakob Rødsgaard Jørgensen, Anshul Nasery, Davide Mottin
We present an algorithm that is fast enough to speed up several matrix operations.