Fogliato, Riccardo

Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty

Bhatt, U., Antorán, J., Zhang, Y., Liao, Q. V., Sattigeri, P., Fogliato, R., Melançon, G., Krishnan, R., Stanley, J., Tickoo, O., et al. (2021) · Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 300

Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge

Spiliopoulou, E., Fogliato, R., Burnsky, H., Soliman, T., Ma, J., Horwood, G., & Ballesteros, M. (2025) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 51

Fairness Evaluation in Presence of Biased Noisy Labels

Fogliato, R., G'Sell, M., & Chouldechova, A. (2020) · arXiv

Ethics and Social Impacts of AICriminal Justice and Corrections Analysis

Cited by 23

A Framework for Efficient Model Evaluation through Stratification, Sampling, and Estimation

Fogliato, R., Patil, P., Monfort, M., & Perona, P. (2024) · arXiv

Machine Learning and Data ClassificationSurvey Sampling and Estimation Techniques

Cited by 2

maars: Tidy Inference under the 'Models as Approximations' Framework in R

Fogliato, R., Shrotriya, S., & Kuchibhotla, A. K. (2021) · arXiv

Data Analysis with RAdvanced Statistical Methods and Models

Cited by 0