COLEP: Certifiably Robust Learning-Reasoning Conformal Prediction via
Probabilistic Circuits

COLEP: Certifiably Robust Learning-Reasoning Conformal Prediction via Probabilistic Circuits

17 March 2024

Nezihe Merve Gürel

Papers citing "COLEP: Certifiably Robust Learning-Reasoning Conformal Prediction via Probabilistic Circuits"

6 / 6 papers shown

Title
C-RAG: Certified Generation Risks for Retrieval-Augmented Language Models Mintong Kang Nezihe Merve Gürel Ning Yu D. Song Bo-wen Li 79 20 0 05 Feb 2024
Conformal Prediction for Deep Classifier via Label Ranking Jianguo Huang Huajun Xi Linjun Zhang Huaxiu Yao Yue Qiu Hongxin Wei 28 21 0 10 Oct 2023
CARE: Certifiably Robust Learning with Reasoning via Variational Inference Jiawei Zhang Linyi Li Ce Zhang Bo-wen Li AAML OOD 35 8 0 12 Sep 2022
Certifying Some Distributional Fairness with Subpopulation Decomposition Mintong Kang Linyi Li Maurice Weber Yang Liu Ce Zhang Bo-wen Li OOD 54 15 0 31 May 2022
Tractable Boolean and Arithmetic Circuits Adnan Darwiche TPM 28 12 0 07 Feb 2022
Improved deterministic l2 robustness on CIFAR-10 and CIFAR-100 Sahil Singla Surbhi Singla S. Feizi AAML 30 54 0 05 Aug 2021