Publications

• Ranking after Dimensionality Reduction: Fairness and Applications to Mechanism Design
  Ekaterina Fedorova, Madeline Celi Kitch, Chara Podimata
• Learning What Evaluators Value: A Reliable Approach to Modeling Evaluator Preferences
  Madeline Celi Kitch, Nihar B. Shah
• Quantifying Asymmetries in the Societal Impacts of Mass Loss from the Antarctic and Greenland Ice Sheets
  Ian Bolliger, Gabriel Cederberg, Sönke Dangendorf, Nicholas J Depsky, Annika Huprikar, Robert E Kopp, Jerry X Mitrovica, Mingzhen Yu, Solomon Hsiang, Peter Huybers, Elio Kennedy-Yoon, Madeline Celi Kitch, Megan Lickley, Sophia Ludtke, Corinne Mulvey, Ryan Murdock, Rupa Ragavan, Natasha Valencic, and Christian Waltenberg
  Earth’s Future 2026
• Can Users Fix Algorithms? A Game-Theoretic Analysis of Collective Content Amplification in Recommender Systems
  Ekaterina Fedorova, Madeline Celi Kitch, Chara Podimata
  FORC 2026 (non-archival)
• Rent Division with Picky Roommates
  Yanqing Huang, Madeline Celi Kitch, Natalie Melas-Kyriazi
• Optimal Industrial Clusters
  Madeline Celi Kitch, Mikael Støen, Miguel Muñoz Ortiz, Thiago Lima Silva, Marc Juanpera, Pau Fisco-Compte

Senior Thesis

• Regulating Polluting Monopolies from an Equity-Efficiency Perspective
  Madeline Celi Kitch. Enel Endowment Prize for best Harvard undergraduate paper in environmental economics.