Sayash Kapoor

Leakage and the reproducibility crisis in machine-learning-based science

Sayash Kapoor, Arvind Narayanan · Patterns · 2023 · 513 citations · Full text

Leakage and the Reproducibility Crisis in ML-based Science

Sayash Kapoor, Arvind Narayanan · arXiv (Cornell University) · 2022 · 138 citations · Full text

Data-driven Science, Engineering, Machine Learning +14

Controlling Polarization in Personalization

L. Elisa Celis, Sayash Kapoor, Farnood Salehi et al. · 2019 · 67 citations · Full text

Engineering, Social Influence, Communication +25

The Foundation Model Transparency Index

Rishi Bommasani, Kevin Klyman, Shayne Longpre et al. · arXiv (Cornell University) · 2023 · 40 citations · Full text

Open Data, Index System, Computational Social Science +14

Against Predictive Optimization: On the Legitimacy of Decision-making Algorithms That Optimize Predictive Accuracy

Angelina Wang, Sayash Kapoor, Solon Barocas et al. · ACM Journal on Responsible Computing · 2023 · 40 citations · Full text

Artificial Intelligence, Mathematical Programming, Engineering +25