Sotabase

Career

· Cofounder, Moonlake AI2024–
· PhD in Computer Science, Stanford University2024–
· MS in Computer Science, Stanford University2021–2024
· UX Design Intern, Stanford University2017–
· Bachelor of Science in Electrical Engineering and Computer Sciences with Honors, UC Berkeley2017–2021
· Saturday High Program Participant, Art Center College of Design2014–2017

Publications (67)

Finite Mixture Models
Annual Review of Statistics and Its Application · 2019
350
cited
Finite mixtures of multivariate skew t-distributions: some recent and new results
Statistics and computing · 2014
240
cited
On mixtures of skew normal and skew $$t$$-distributions
Advances in Data Analysis and Classification · 2012
205
cited
Finite mixtures of canonical fundamental skew $$t$$t-distributions
Statistics and computing · 2014
119
cited
Model-based clustering and classification with non-normal mixture distributions
Statistical Methods & Applications · 2013
119
cited
EMMIXuskew: An R Package for Fitting Mixtures of Multivariate Skew t Distributions via the EM Algorithm
2012
103
cited
BEHAVIOR-1K: A Human-Centered, Embodied AI Benchmark with 1, 000 Everyday Activities and Realistic Simulation
arXiv.org · 2024
94
cited
Extending mixtures of factor models using the restricted multivariate skew-normal distribution
Journal of Multivariate Analysis · 2013
80
cited
Joint Modeling and Registration of Cell Populations in Cohorts of High-Dimensional Flow Cytometric Data
PLoS ONE · 2013
50
cited
Partial identification in the statistical matching problem
Computational Statistics & Data Analysis · 2016
36
cited
A robust factor analysis model using the restricted skew-$$t$$t distribution
2015
34
cited
Comment on "On Nomenclature, and the Relative Merits of Two Formulations of Skew Distributions" by A. Azzalini, R. Browne, M. Genton, and P. McNicholas
2016
34
cited
Finite mixtures of canonical fundamental skew t -distributions The unification of the restricted and unrestricted skew t -mixture models
2015
33
cited
Modeling of inter‐sample variation in flow cytometric data with the joint clustering and matching procedure
Cytometry Part A · 2016
28
cited
Artemether Does Not Turn Alpha Cells into Beta Cells
2018
26
cited
Robust mixtures of factor analysis models using the restricted multivariate skew-t distribution
2018
26
cited
An overview of skew distributions in model-based clustering
Journal of Multivariate Analysis · 2021
23
cited
A Block EM Algorithm for Multivariate Skew Normal and Skew $t$ -Mixture Models
IEEE Transactions on Neural Networks and Learning Systems · 2016
15
cited
A Simple Parallel EM Algorithm for Statistical Learning via Mixture Models
International Conference on Digital Image Computing: Techniques and Applications · 2016
15
cited
BEHAVIOR Vision Suite: Customizable Dataset Generation via Simulation
Computer Vision and Pattern Recognition · 2024
15
cited
Sotabase