Myrl Marmarelis
I am pursuing my doctorate under Professors Greg Ver Steeg and Aram Galstyan at the USC Information Sciences Institute. My contributions focus on robust causal inference and high-dimensional statistics.
Separately, I have spent time developing an end-to-end system for realtime monitoring of ultradian rhythms, those few-hour cycles in the human body that seem to modulate alertness. My eventual goal is to promote long-term wellness and health through novel uses of comfortable, noninvasive, and affordable wearables.
Selected Publications
Recorded Talks
Causality Discussion Group (August 2023) for the UAI '23 work.
UAI 2023 single-track oral presentation on Partial Identification of Dose Responses with Hidden Confounders.
USC Biostatistics Seminar (April 2023) on Latent Factor Discovery with Transcriptomics Data with Greg.

Aspirations
I am trying to make my work relevant in the battle against climate change, or healthcare. Feel free to reach out for possible collaborations.
Notes
09/12/2021 Toning down polarization in elections.
10/25/2020 Exponential smoothing, coupled with a primer on Bayesian inference.
Open Source
RankedChoices.jl --- A Julia package to facilitate analysis of ranked preferences.
rolling-quantiles --- A Python package to quickly stream rolling quantiles via a backend written in C.
Mesclun
Check out my old website, a remnant of my aspirations for quantitative freelancing.
My undergraduate endeavors were marked by oft-unpublishable ambition.
I also co-hosted USC's first data-science hackathon for undergraduates in 2019.