Exact Optimization of Conformal Predictors via Incremental and Decremental Learning

5 February 2021

Papers citing "Exact Optimization of Conformal Predictors via Incremental and Decremental Learning"

10 / 10 papers shown

Title
Enhancing Deployment-Time Predictive Model Robustness for Code Analysis and Optimization Huanting Wang Patrick Lenihan Zheng Wang 35 0 0 03 Jan 2025
Uncertainty measurement for complex event prediction in safety-critical systems Maria J. P. Peixoto Akramul Azim 21 0 0 02 Nov 2024
Building Conformal Prediction Intervals with Approximate Message Passing Lucas Clarté Lenka Zdeborová 16 0 0 21 Oct 2024
Towards Modeling Uncertainties of Self-explaining Neural Networks via Conformal Prediction Wei Qian Chenxu Zhao Yangyi Li Fenglong Ma Chao Zhang Mengdi Huai UQCV 40 2 0 03 Jan 2024
Exact and Approximate Conformal Inference for Multi-Output Regression Chancellor Johnstone Eugene Ndiaye 34 1 0 31 Oct 2022
A novel Deep Learning approach for one-step Conformal Prediction approximation Julia A. Meister K. Nguyen S. Kapetanakis Zhiyuan Luo 8 5 0 25 Jul 2022
A Confidence Machine for Sparse High-Order Interaction Model Diptesh Das Eugène Ndiaye Ichiro Takeuchi TPM 12 2 0 28 May 2022
Approximating Full Conformal Prediction at Scale via Influence Functions Javier Abad Umang Bhatt Adrian Weller Giovanni Cherubin 27 10 0 02 Feb 2022
Stable Conformal Prediction Sets Eugène Ndiaye 25 20 0 19 Dec 2021
Cross-conformal predictors V. Vovk 115 196 0 03 Aug 2012