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

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

Mintong Kang
Nezihe Merve Gürel
Linyi Li
Bo-wen Li
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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
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
Conformal Prediction for Deep Classifier via Label Ranking
Jianguo Huang
Huajun Xi
Linjun Zhang
Huaxiu Yao
Yue Qiu
Hongxin Wei
39
21
0
10 Oct 2023
CARE: Certifiably Robust Learning with Reasoning via Variational Inference
CARE: Certifiably Robust Learning with Reasoning via Variational Inference
Jiawei Zhang
Linyi Li
Ce Zhang
Bo-wen Li
AAML
OOD
40
8
0
12 Sep 2022
Certifying Some Distributional Fairness with Subpopulation Decomposition
Certifying Some Distributional Fairness with Subpopulation Decomposition
Mintong Kang
Linyi Li
Maurice Weber
Yang Liu
Ce Zhang
Bo-wen Li
OOD
56
15
0
31 May 2022
Tractable Boolean and Arithmetic Circuits
Tractable Boolean and Arithmetic Circuits
Adnan Darwiche
TPM
36
12
0
07 Feb 2022
Improved deterministic l2 robustness on CIFAR-10 and CIFAR-100
Improved deterministic l2 robustness on CIFAR-10 and CIFAR-100
Sahil Singla
Surbhi Singla
S. Feizi
AAML
38
54
0
05 Aug 2021