Approximating full conformal prediction at scale via influence functions

JA Martinez, U Bhatt, A Weller… - Proceedings of the AAAI …, 2023 - ojs.aaai.org
Conformal prediction (CP) is a wrapper around traditional machine learning models, giving
coverage guarantees under the sole assumption of exchangeability; in classification …
被引用次数：3 相关文章
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[PDF][PDF] Approximating Full Conformal Prediction at Scale via Influence Functions

JA Martinez, U Bhatt, A Weller, G Cherubin - 2023 - academia.edu
Conformal prediction (CP) is a wrapper around traditional machine learning models, giving
coverage guarantees under the sole assumption of exchangeability; in classification …

Approximating Full Conformal Prediction at Scale via Influence Functions

JA Martinez, U Bhatt, A Weller… - Proceedings of the …, 2023 - research-collection.ethz.ch
Conformal prediction (CP) is a wrapper around traditional machine learning models, giving
coverage guarantees under the sole assumption of exchangeability; in classification …

Approximating full conformal prediction at scale via influence functions

JA Martinez, U Bhatt, A Weller, G Cherubin - Proceedings of the Thirty …, 2023 - dl.acm.org
Conformal prediction (CP) is a wrapper around traditional machine learning models, giving
coverage guarantees under the sole assumption of exchangeability; in classification …