Take a look at our new preprint on Local Two-Sample Testing on Graphs, now available on arXiv.org: arxiv.org/abs/2011.03418

Very cool work on two-sample testing!

Mine and George C. Linderman's comment to the Becht et al. 2018 (Etienne Becht @ebecht.bsky.social) paper has finally appeared in Nature Biotechnology after over a year of editorial considerations. There is no response from the authors, so I assume we are all in agreement :-) nature.com/articles/s4158…

A common misconception is that UMAP preserves global structure better than t-SNE. Dmitry Kobak and I showed that that this is only due to differences in default initialization. Comment now published in Nature Biotechnology: nature.com/articles/s4158… Thread: x.com/hippopedoid/st…

Congratulations to lab member George C. Linderman for their new publication, demonstrating analogous paradigms for preservation of global structure in t-SNE and UMAP. Read about it here: nature.com/articles/s4158…

Check out or new pre-print on Recovery of Latent Tree Models! arxiv.org/abs/2102.13276