Quantile Risk Control: A Flexible Framework for Bounding the Probability of High-Loss Predictions JC Snell, TP Zollo, Z Deng, T Pitassi, R Zemel International Conference on Learning Representations (ICLR) 2023, 2022 | 7 | 2022 |
Distribution-Free Statistical Dispersion Control for Societal Applications Z Deng, TP Zollo, JC Snell, T Pitassi, R Zemel Advances in Neural Information Processing Systems (NeurIPS) 2023, 2023 | 4 | 2023 |
Prompt Risk Control: A Rigorous Framework for Responsible Deployment of Large Language Models TP Zollo, T Morrill, Z Deng, JC Snell, T Pitassi, R Zemel International Conference on Learning Representations (ICLR) 2024, 2023 | 3 | 2023 |
Improving Predictor Reliability with Selective Recalibration TP Zollo, Z Deng, J Snell, T Pitassi, R Zemel Transactions on Machine Learning Research, 2024 | | 2024 |