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I am currently a Master's student at Duke University. I receieved my Bachelor's in math and computer science at Duke, where I was fortunate enough to do research on interpretable multimodal deep learning with Cynthia Rudin and dynamic factor analysis with David Dunson. I am mainly interested in statistics and machine learning, particularly in informed decision making, theory-driven methodologies, and their impacts in healthcare and finance.
I use this site mainly as a personal index and a quick reference of the topics I've studied so far. Here is a graphically friendlier representation of my website.
I like to play volleyball, basketball, and cook for fun. Check out my menu.
Math
- Logic
- ZFC Set Theory
- Abstract Algebra
- Point Set Topology
- Algebraic Topology
- Linear Algebra
- Univariate Real Analysis
- Multivariate Real Analysis
- Complex Analysis
- Measure Theory
- Ordinary Differential Equations
- Partial Differential Equations
- Functional Analysis
- Probability Theory
- Stochastic Processes
- Concentration of Measure
- Smooth Manifolds
- Differential Geometry
- Number Theory
- Introduction to Probability
- Analytic Number Theory
- Algebraic Number Theory
- Combinatorics
Computer Science
Statistics
- Information Theory
- Signal Processing
- Frequentist Inference
- Bayesian Inference
- Optimization
- Sampling and Integration
- Decision Theory
- Learning Theory
- Linear Regression
- Linear Classification
- Time Series
- Kernels and Smoothers
- Trees
- Ensembles
- Factors and Components
- Clustering
- Graphical Models
- Reinforcement Learning
- Multilayer Perceptrons
- Convolutional Neural Networks
- Recurrent Neural Networks
- Energy Based Models
- Encoder-Decoder Models
- Variational Autoencoders
- Generative Adversarial Networks
- Normalizing Flows
- Graph Neural Networks
- Memory Networks
- Diffusion Models
- Attention and Transformers
- Semi-Supervised Learning
- Meta-Learning
- Adversarial Attacks and Defense
- Bayesian Neural Networks
- Computer Vision Applications
- Natural Language Processing
- Others
Physics
Chemistry
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Biology
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Economics
Political Science
Coming Soon
Psychology
Law
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Anthropology
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Sociology
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Philosophy
History
Religion
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Literature
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Visual Arts
Performing Arts
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