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MicroGlam: Microscopic Skin Image Dataset with Cosmetics

Published in SIGGRAPH Asia, 2023

We present a cosmetic-specific skin image dataset and demonstrate the viability of the dataset with an image-to-image translation-based pipeline for cosmetic rendering and compared our data-driven approach to an existing cosmetic rendering method.

Recommended citation: Chong, T., Chadwick, A., Shen, I., Xie, H., Igarashi, T., (2023). " MicroGlam: Microscopic Skin Image Dataset with Cosmetics 2." SIGGRAPH Asia.
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Welfare Maximization in the Airplane Problem

Published in Dartmouth Digital Commons, 2024

The goal of the airplane problem is to sit passengers in seats in a way that maximizes the sum of their total welfare, that is, the total happiness of the passengers in the plane.

Recommended citation: Chadwick, A. (2024). "Welfare Maximization in the Airplane Problem." Dartmouth Digital Commons.
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Dutch Books and Money Pumps: Rectifying Vulnerabilities in LLMs Through Rationality

Published in HAR 2025, 2025

We use methods from social epistemology and social choice theory to make LLMs resistant to Dutch books and money pumps, introducing a rationality layer that ensures probabilistic coherence and transitive preferences.

Recommended citation: Chadwick, A., Kahng, A., Kipper, J. (2025). "Dutch Books and Money Pumps: Rectifying Vulnerabilities in LLMs Through Rationality." HAR 2025.
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Robustness and Feasibility of Voting in Linear Social Choice

Published in ADT 2026, 2026

We study the robustness and structural properties of voting rules in the linear social choice setting, showing that standard rules like Borda and PMC rules are not robust to noise, while directly aggregating cardinal utilities is.

Recommended citation: Chadwick, A., Kahng, A., Seow, E. (2026). "Robustness and Feasibility of Voting in Linear Social Choice." ADT 2026.
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Generating a Microscopic Skin Image Dataset

Published: August 07, 2023

MicroGlam: Microscopic Skin Image Dataset with Cosmetics

Published: December 11, 2023

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Improving Accuracy in Virtual Makeup Try-On

Published: March 15, 2024

Computer Science TA

Undergraduate course, Dartmouth College, Computer Science Department, 2021

• Course: Introduction to Programming and Computation (COSC 01). Instructors: Vasanta Lakshmi-Kommimeni and Andrew Campbell
• Course: Discrete Mathematics in Computer Science (COSC 30). Instructor: Hsien-Chih Chang
• Course: Full-Stack Web Development (COSC 52). Instructor: Timothy Tregubov
• Course: Machine Learning and Statistical Analysis (COSC 74). Instructors: Soroush Vosoughi and Yujun Yan

Drill Instructor/Apprentice Teacher

Undergraduate Course, Dartmouth College, Russian Department, 2021

Course: Introduction to Russian Language and Culture (RUS 01, RUS 02, RUS 03). Instructors: Alfia Rakova, Valentina Apresyan, Tatiana Filimonova