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I am a PhD student in the EECS department at MIT affiliated with LIDS. I study Bayesian nonparametric, variable selection, inverse problems and their applications in ecological, biological and physical problems. I mainly focus on the experimental design aspect when data and problems are structured (spatial, temporal, etc.). On the ecology side, I study population and community aspects of large carnivores (esp. wolves). I also have some interest in astrostatistics, particularly photometric and spectrum time series data collected by space telescopes and designing of simulation based inference.

Quick Facts:

  • šŸ”­ Iā€™m currently working on statistical problems in ecology, genetics and astronomy
  • šŸŒ± Iā€™m currently learning statistics (in a CS department) and doing ecology stuff as a side.
  • šŸ‘Æ Iā€™m looking to collaborate on any statistical ecology/astronomy stuff
  • šŸ“« How to reach me: yshen99[at]wisc[dot]edu; yshen99[at]mit[dot]edu
  • āš” Fun fact: Intro to Statistics is one of the courses I got the worst score during undergrad.

Yunyi Shen's Projects

abb-minlin icon abb-minlin

Analyzing Asiatic Black Bear Distribution in Sichuan Using Min-Linear Logistic Regression

activitypp icon activitypp

Model daily activity pattern of animal species using periodic Poisson process with camera trapping data

aresolver icon aresolver

Solving the Algebraic Riccati equation in R

bmi826 icon bmi826

Code used in BMI826, only HW1 and HW2 as I dropped it.

cameratraps icon cameratraps

Tools for training and running detectors and classifiers for wildlife images collected from motion-triggered cameras.

celeriteqfd icon celeriteqfd

Celerite Gaussian Process Detrending Combined with Quiet-Firing-Decay HMM for non-supervised Stellar Flare Detection using Photometric data

dashconformal icon dashconformal

conformal prediction for astrodash and Frechet "dash" distance

duckwing icon duckwing

Identify duck species from wing images, collaboration with USGS-EESC

eyes-on-apostles icon eyes-on-apostles

R Shiny based visualization tool for camera trap program "Eyes on Apostles" for the Apostle Island National Lakeshore

fastadi icon fastadi

Self-Tuning Data Adaptive Matrix Imputation

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