Causal Neural Probabilistic Circuits | Paper Citation Record

Observation ae5772af-88ce-4e3a-a49c-8f81faa155c5 · outbound

This paper cites Imagenet: A large-scale hierarchical image database.

Causal Neural Probabilistic Circuits Imagenet: A large-scale hierarchical image database

Reference 1

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Observation fd055552-2eca-47ad-8c3b-01a5f9f08825 · outbound

This paper cites an unresolved cited work.

Causal Neural Probabilistic Circuits Unresolved cited work

Reference 2

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Observation 189ed190-2667-40a0-89b2-084f6e537c85 · outbound

This paper cites Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead.Nat.

Causal Neural Probabilistic Circuits Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead.Nat

Reference 3

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Observation 22683ab6-cd1c-44c6-9bca-11423765ba0f · outbound

This paper cites Concept bottleneck models.

Causal Neural Probabilistic Circuits Concept bottleneck models

Reference 4

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Observation 1761c10e-54e0-43f9-bc75-6ee037729bf8 · outbound

This paper cites Right for the right concept: Revising neuro-symbolic concepts by interacting with their explanations.

Causal Neural Probabilistic Circuits Right for the right concept: Revising neuro-symbolic concepts by interacting with their explanations

Reference 5

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Observation e4a4a010-8b5b-4ee3-afc5-cc7c7b2aa66c · outbound

This paper cites Novoa, Justin Ko, Susan M.

Causal Neural Probabilistic Circuits Novoa, Justin Ko, Susan M

Reference 6

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Observation 156b7dea-2982-4100-9550-6b4c70e4aa47 · outbound

This paper cites Clinically applicable deep learning for diagnosis and referral in retinal disease.Nature medicine, 24(9):1342–1350, 2018.

Causal Neural Probabilistic Circuits Clinically applicable deep learning for diagnosis and referral in retinal disease.Nature medicine, 24(9):1342–1350, 2018

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T19:44:08.409054Z

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Observation 8707f446-6b10-475d-894f-45cda6800a59 · outbound

This paper cites Concept embedding models: Beyond the accuracy- explainability trade-off.

Causal Neural Probabilistic Circuits Concept embedding models: Beyond the accuracy- explainability trade-off

Reference 8

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Observation 35bd075d-2fd5-4b1d-aac8-69aaef571de4 · outbound

This paper cites Oikarinen, Subhro Das, Lam M.

Causal Neural Probabilistic Circuits Oikarinen, Subhro Das, Lam M

Reference 9

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Observation f0d6e91a-c8b9-4567-abdf-e6d4f1500654 · outbound

This paper cites Causal inference in statistics: An overview.

Causal Neural Probabilistic Circuits Causal inference in statistics: An overview

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T19:44:08.602060Z

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Observation 0a2ac6f9-e216-4c5f-887d-333e83ef49a7 · outbound

This paper cites The MIT press, 2017.

Causal Neural Probabilistic Circuits The MIT press, 2017

Reference 11

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Observation bda30270-b9a8-4d5c-a149-b4662989a108 · outbound

This paper cites Neural Probabilistic Circuits: Enabling Compositional and Interpretable Predictions through Logical Reasoning.

Causal Neural Probabilistic Circuits Neural Probabilistic Circuits: Enabling Compositional and Interpretable Predictions through Logical Reasoning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T19:44:08.783783Z

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Observation f69e599e-a664-4924-a7e0-5bd2bbcd3832 · outbound

This paper cites Neural probabilistic circuits: An overview.

Causal Neural Probabilistic Circuits Neural probabilistic circuits: An overview

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T19:44:08.939239Z

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Observation 8cbd217d-b3cc-456c-96c5-a69a4ae7ec72 · outbound

This paper cites Domingos.

Causal Neural Probabilistic Circuits Domingos

Reference 14

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Observation 6a66cf56-0db2-464f-b487-595a6dcde3c4 · outbound

This paper cites Probabilistic circuits: A unifying framework for tractable probabilistic models.UCLA.

Causal Neural Probabilistic Circuits Probabilistic circuits: A unifying framework for tractable probabilistic models.UCLA

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T19:44:09.177828Z

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Observation 760c6c5e-e54f-4505-8a0c-6449589129fc · outbound

This paper cites Probabilistic circuits: Representations, inference, learning and applications.AAAI Tutorial, 2020.

Causal Neural Probabilistic Circuits Probabilistic circuits: Representations, inference, learning and applications.AAAI Tutorial, 2020

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T19:44:09.282570Z

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Observation 9e955c45-78ee-4aee-b106-9c3cacebfe9e · outbound

This paper cites Causal Inference Using Tractable Circuits.

Causal Neural Probabilistic Circuits Causal Inference Using Tractable Circuits

Reference 17

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Observation 63e4bfcc-aca0-4b05-b252-de847d7d50ec · outbound

This paper cites Training products of experts by minimizing contrastive divergence.Neural computation, 14(8):1771–1800, 2002.

Causal Neural Probabilistic Circuits Training products of experts by minimizing contrastive divergence.Neural computation, 14(8):1771–1800, 2002

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T19:44:09.431844Z

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Observation dd57ce04-197b-4444-b58b-c459370d7982 · outbound

This paper cites Dietterich.

Causal Neural Probabilistic Circuits Dietterich

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T19:44:09.506355Z

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Observation 9bdb9f5b-4c33-48f5-bbf7-a6a8658607a0 · outbound

This paper cites Goodfellow, Jonathon Shlens, and Christian Szegedy.

Causal Neural Probabilistic Circuits Goodfellow, Jonathon Shlens, and Christian Szegedy

Reference 20

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Observation 8c83bddb-f3f0-4f23-8160-4b46a79b6f7d · outbound

This paper cites an unresolved cited work.

Causal Neural Probabilistic Circuits Unresolved cited work

Reference 22

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Observation 744aa4d9-f15f-4c23-8ebe-056f4ca96080 · outbound

This paper cites Addressing leakage in concept bottle- neck models.

Causal Neural Probabilistic Circuits Addressing leakage in concept bottle- neck models

Reference 23

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Observation cbaed461-9699-4e79-af47-6f9bd4cee136 · outbound

This paper cites Causally reliable concept bottleneck models.

Causal Neural Probabilistic Circuits Causally reliable concept bottleneck models

Reference 24

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Observation 162e4cd1-960c-4ad0-abd7-ad49bfd4f2ce · outbound

This paper cites Causal concept graph models: Beyond causal opacity in deep learning.

Causal Neural Probabilistic Circuits Causal concept graph models: Beyond causal opacity in deep learning

Reference 25

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Observation 53aa2109-bf18-44a1-966f-6e037195ea4b · outbound

This paper cites A closer look at the intervention procedure of concept bottleneck models.

Causal Neural Probabilistic Circuits A closer look at the intervention procedure of concept bottleneck models

Reference 26

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Observation 4db8a229-b0ca-47ed-ae50-1b1b9ef5f491 · outbound

This paper cites Learning from uncertain concepts via test time interventions.

Causal Neural Probabilistic Circuits Learning from uncertain concepts via test time interventions

Reference 27

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Observation 28c8278f-c63c-4ced-91f7-7ad3ee143754 · outbound

This paper cites Interactive concept bottleneck models.

Causal Neural Probabilistic Circuits Interactive concept bottleneck models

Reference 28

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Observation c6a7fb75-0833-480e-8884-c2857fd1cb3b · outbound

This paper cites Learning to intervene on concept bottlenecks.

Causal Neural Probabilistic Circuits Learning to intervene on concept bottlenecks

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T19:44:10.215719Z

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Observation b12d4a20-7adf-49f5-9934-33c634a9ecf7 · outbound

This paper cites Post-hoc concept bottleneck models.

Causal Neural Probabilistic Circuits Post-hoc concept bottleneck models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T19:44:10.318152Z

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Observation 7922f7bf-1807-4fa3-b626-9a8f68a72c3f · outbound

This paper cites VLG-CBM: training concept bottleneck models with vision-language guidance.

Causal Neural Probabilistic Circuits VLG-CBM: training concept bottleneck models with vision-language guidance

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-02T19:44:10.387733Z

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Observation eb33d9d1-08ca-4b00-921b-458d2cc1725d · outbound

This paper cites Causal diagrams for empirical research.Biometrika, 82(4):669–688, 1995.

Causal Neural Probabilistic Circuits Causal diagrams for empirical research.Biometrika, 82(4):669–688, 1995

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Resolution: unresolved; no resolver link, observed 2026-08-02T19:44:10.489822Z

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Observation c4db4820-00e5-4da5-8f83-9bea6d5ee6b5 · outbound

This paper cites A general identification condition for causal effects.

Causal Neural Probabilistic Circuits A general identification condition for causal effects

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Observation 159899ca-a42e-4667-9701-cfa7dd0ed296 · outbound

This paper cites An algorithm for fast recovery of sparse causal graphs.Social science computer review, 9(1):62–72, 1991.

Causal Neural Probabilistic Circuits An algorithm for fast recovery of sparse causal graphs.Social science computer review, 9(1):62–72, 1991

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Resolution: unresolved; no resolver link, observed 2026-08-02T19:44:10.722559Z

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Observation 95fc4485-082f-452b-aafd-356ff61ece7b · outbound

This paper cites Learning bayesian networks: The combination of knowledge and statistical data.Machine learning, 20(3):197–243, 1995.

Causal Neural Probabilistic Circuits Learning bayesian networks: The combination of knowledge and statistical data.Machine learning, 20(3):197–243, 1995

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Resolution: unresolved; no resolver link, observed 2026-08-02T19:44:10.818527Z

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Observation a693b1bd-5a65-49fb-a187-5a77d67ac723 · outbound

This paper cites Optimal structure identification with greedy search.Journal of machine learning research, 3(Nov):507–554, 2002.

Causal Neural Probabilistic Circuits Optimal structure identification with greedy search.Journal of machine learning research, 3(Nov):507–554, 2002

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Observation 997bcfff-cde0-4d76-a78e-a8dab04f5c50 · outbound

This paper cites Understanding and improving adversarial robustness of neural probabilistic circuits.

Causal Neural Probabilistic Circuits Understanding and improving adversarial robustness of neural probabilistic circuits

Reference 37

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Observation 9b520e4c-dc01-43d5-9af5-6026ef990ab0 · outbound

This paper cites Bucket elimination: A unifying framework for reasoning.Artificial Intelligence, 113(1-2):41–85, 1999.

Causal Neural Probabilistic Circuits Bucket elimination: A unifying framework for reasoning.Artificial Intelligence, 113(1-2):41–85, 1999

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Resolution: unresolved; no resolver link, observed 2026-08-02T19:44:11.104746Z

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Observation c9caae1d-de0a-4839-afed-c1ec47c3bc41 · outbound

This paper cites MIT press, 2009.

Causal Neural Probabilistic Circuits MIT press, 2009

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-02T19:44:11.161330Z

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Observation 2b0e8dd5-b3a7-4d6b-b152-af0f539847c4 · outbound

This paper cites Cambridge university press, 2009.

Causal Neural Probabilistic Circuits Cambridge university press, 2009

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-02T19:44:11.264016Z

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Observation b1bb5648-a699-45ae-95a5-c5e8f1ff93a6 · outbound

This paper cites Compiling bayesian networks using variable elimination.

Causal Neural Probabilistic Circuits Compiling bayesian networks using variable elimination

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Resolution: unresolved; no resolver link, observed 2026-08-02T19:44:11.338901Z

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Observation ecf2b00a-52b9-49a8-b602-8aae91171931 · outbound

This paper cites A differential approach to inference in bayesian networks.J.

Causal Neural Probabilistic Circuits A differential approach to inference in bayesian networks.J

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Observation 83705caa-379f-4c48-917d-5cd66d6eccec · outbound

This paper cites an unresolved cited work.

Causal Neural Probabilistic Circuits Unresolved cited work

Reference 43

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Observation 34873195-7f9d-4cc8-b2de-df6505cfb453 · outbound

This paper cites Denoising diffusion probabilistic models.

Causal Neural Probabilistic Circuits Denoising diffusion probabilistic models

Reference 44

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Observation 0ff9a27c-5746-4d4c-acc0-66f89ab555e6 · outbound

This paper cites Generative adversarial networks.Communications of the ACM, 63(11):139–144, 2020.

Causal Neural Probabilistic Circuits Generative adversarial networks.Communications of the ACM, 63(11):139–144, 2020

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-02T19:44:11.705056Z

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Observation fa213b71-4bfd-41fc-a167-06bfc3a5f92e · outbound

This paper cites Combining probability distributions: A critique and an annotated bibliography.Statistical Science, 1(1):114–135, 1986.

Causal Neural Probabilistic Circuits Combining probability distributions: A critique and an annotated bibliography.Statistical Science, 1(1):114–135, 1986

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-02T19:44:11.846173Z

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Observation 8331326f-fd47-48c1-924f-e7618d13fcf3 · outbound

This paper cites Selecting weighting factors in logarithmic opinion pools.

Causal Neural Probabilistic Circuits Selecting weighting factors in logarithmic opinion pools

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-02T19:44:11.963676Z

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Observation 1730d79a-9b4f-4e83-98c8-6f878dfa44fa · outbound

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Causal Neural Probabilistic Circuits Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-02T19:44:12.116278Z

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Observation 836448ab-bcd6-48fc-809d-3fa811916323 · outbound

This paper cites Learning bayesian networks with the bnlearn r package.Journal of statistical software, 35:1–22, 2010.

Causal Neural Probabilistic Circuits Learning bayesian networks with the bnlearn r package.Journal of statistical software, 35:1–22, 2010

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-02T19:44:12.213215Z

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Observation ba0a1e84-d97f-4512-bb19-c4944e08c2ba · outbound

This paper cites Causal protein-signaling networks derived from multiparameter single-cell data.Science, 308(5721): 523–529, 2005.

Causal Neural Probabilistic Circuits Causal protein-signaling networks derived from multiparameter single-cell data.Science, 308(5721): 523–529, 2005

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-02T19:44:12.363562Z

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Observation 2c283c80-2df5-466c-bc58-deca773d2b58 · outbound

This paper cites Deepproblog: Neural probabilistic logic programming.

Causal Neural Probabilistic Circuits Deepproblog: Neural probabilistic logic programming

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-02T19:44:12.447800Z

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Observation 949d2688-ff4c-4af4-8fb7-980449e62683 · outbound

This paper cites Gradient-based learning applied to document recognition.Proceedings of the IEEE, 86(11):2278–2324, 2002.

Causal Neural Probabilistic Circuits Gradient-based learning applied to document recognition.Proceedings of the IEEE, 86(11):2278–2324, 2002

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Resolution: unresolved; no resolver link, observed 2026-08-02T19:44:12.517254Z

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Observation ddea5031-633d-4ac2-b3de-4e7072b528b4 · outbound

This paper cites Invariant Risk Minimization.

Causal Neural Probabilistic Circuits Invariant Risk Minimization

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-02T19:44:12.551132Z

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Observation 25f524f3-f71e-45b1-80af-c54f99a22f4c · outbound

This paper cites Deep learning face attributes in the wild.

Causal Neural Probabilistic Circuits Deep learning face attributes in the wild

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-02T19:44:12.618296Z

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Observation d6576c14-e7bc-4f04-9418-a75ba9910e0b · outbound

This paper cites Towards deep learning models resistant to adversarial attacks.

Causal Neural Probabilistic Circuits Towards deep learning models resistant to adversarial attacks

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-02T19:44:12.714736Z

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Observation 75830439-f013-4f64-bf37-270f7600064b · outbound

This paper cites A baseline for detecting misclassified and out-of-distribution examples in neural networks.

Causal Neural Probabilistic Circuits A baseline for detecting misclassified and out-of-distribution examples in neural networks

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Resolution: unresolved; no resolver link, observed 2026-08-02T19:44:12.786319Z

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Observation 9a33f7f0-97bd-46eb-9e11-c3cbb5c4696c · outbound

This paper cites an unresolved cited work.

Causal Neural Probabilistic Circuits Unresolved cited work

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-02T19:44:12.844500Z

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Observation 32810354-32e6-4026-9e68-39ce61648587 · outbound

This paper cites Domingos.

Causal Neural Probabilistic Circuits Domingos

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-02T19:44:12.908993Z

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Observation 64d31b75-11c5-4616-8d45-82a1a2b5ea73 · outbound

This paper cites What would the outcome have been had the attribute been set to a different value?.

Causal Neural Probabilistic Circuits What would the outcome have been had the attribute been set to a different value?

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-02T19:44:12.974835Z

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