Excited to share my 1st paper as a PhD student at @uwmadphysics.bsky.social working with @uwdsi.bsky.social! Our paper introduces a novel way to benchmark self-supervised ML models and evaluate mutual information estimators on realistic data. Glad to have worked with this group. More to come!
New paper, with @rkhashmani.me @marielpettee.bsky.social @garrettmerz.bsky.social Hellen Qu. We introduce a framework for generating realistic, highly multimodal datasets with explicitly calculable mutual information. This is helpful for studying self-supervised learning arxiv.org/abs/2510.21686