Hello! I’m a PhD student in the Computer Sciences department at the University of Wisconsin-Madison. I am grateful to be advised by Prof. Kirthevasan Kandasamy. Prior coming to Madison I did my undergrad at the University of Notre Dame where I majored in Computer Science and Mathematics.

Excited to announce I’ll be interning at Google in Seattle this summer!

Research

I am interested in the intersection of machine learning, game theory, and mechanism design. Recently I have been working on how to facilitate data sharing amongst strategic agents for machine learning problems. My goal is to design mechanisms that incentivize participants to truthfully contribute data so that they may all obtain improved models. Please feel free to reach out if any of this interests you, I’m always happy to chat!

Papers

• A Cramér-von Mises Approach to Incentivizing Truthful Data Sharing
  Alex Clinton, Thomas Zeng, Yiding Chen, Xiaojin Zhu, Kirthevasan Kandasamy
  [arxiv]

• Incentivizing Truthful Data Contributions in a Marketplace for Mean Estimation
  Keran Chen, Alex Clinton, Kirthevasan Kandasamy
  [arxiv]

• Collaborative Mean Estimation Among Heterogeneous Strategic Agents: Individual Rationality, Fairness, and Truthful Contribution
  Alex Clinton, Yiding Chen, Xiaojin Zhu, Kirthevasan Kandasamy
  Forty-Second International Conference on Machine Learning (ICML), 2025
  [arxiv]

Teaching

• Discrete Math (CS240) TA: Fall 2023

• Data Science Programming II (CS320) TA: Spring 2024