@UW-Madison
Database Management Systems (DBMS)
Nature Language Processing (NLP)
Data Analysis and Visualization
@UChicago
Causal Inference
- Estimating Class Size Effects on Reading Achievement: A Comparison
of Instrumental Variables (IV), Propensity Score Matching (PSM), and
Regression Discontinuity Design (RDD) (STAT 31900)
Bayesian Statistics
- Python Implementation of Bayesian Linear Regression, Hidden Markov
Models, Gibbs Sampling, EM Algorithm, CAVI Algorithm, VAE
- Poisson Matrix Factorization with Mean-Field Variational Inference
for Implicit-Feedback Music Recommendation (STAT 34800)
- The Hunt for the USS Scorpion: Variable-Elimination and
Forward–Backward Inference on a Scenario-Driven HMM (STAT 34800)
- Diffusion Models
with a Time-Conditioned U-Net on MNIST (STAT 37601)
@Columbia
Transportation Analytics
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Social Economics
(Just a fun read on an interesting topic)