About Me!

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I am a PhD Candidate in Operations Research at the Massachusetts Institute of Technology (MIT) advised by Prof. Swati Gupta. My research focuses on optimization and learning for high-stakes decision-making under uncertainty, including equitable resource allocation, mixed-fidelity bandit learning, and human–AI collaboration. My research has applications in healthcare, climate resilience, and policy.

I am supported by an NSF Graduate Research Fellowship, and I previously received MIT’s Henry Gabbay Ph.D. Fellowship.

Outside of research, you can find me at a local rock climbing gym, going on my millionth “thinking” walk of the day, or baking.

Contact: madeleine.pollack@mit.edu · LinkedIn · Google Scholar

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