Milind Sohoni

Full Professor, Indian Institute of Technology Bombay, Indian Institute of Technology, Bombay

1 paper at NeurIPS 2025

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Poster Session 5

1 paper

Friday, December 5, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Strategic Costs of Perceived Bias in Fair Selection

#1205 Spotlight · L. Elisa Celis, Lingxiao Huang, Milind Sohoni, Nisheeth K. Vishnoi

We show how perceived post-selection bias distorts strategic effort in merit-based selection, leading to disparities. Our model quantifies interventions to reduce inequity by adjusting selectivity and perceived valuation gaps.