Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering | Paper Citation Record

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This paper cites Review of Causal Discovery Methods Based on Graphical Models.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Review of Causal Discovery Methods Based on Graphical Models

Reference 1

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This paper cites Toward Causal Representation Learning.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Toward Causal Representation Learning

Reference 2

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Observation 5e20b801-c442-4fd8-968f-e91d7ac56c08 · outbound

This paper cites Measurement Dependence Inducing Latent Causal Models.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Measurement Dependence Inducing Latent Causal Models

Reference 3

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Observation ec8e75ec-2634-4fe9-83f6-fc89ca690888 · outbound

This paper cites Causal Consistency of Structural Equation Models.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Causal Consistency of Structural Equation Models

Reference 4

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This paper cites Local Causal Discovery in Multiple Manipulated Datasets.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Local Causal Discovery in Multiple Manipulated Datasets

Reference 5

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Observation 3b15ec60-52e5-444b-9214-5f968ce5cbb0 · outbound

This paper cites Richard Hahn, and Huan Liu.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Richard Hahn, and Huan Liu

Reference 6

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Observation b74165c5-098b-4769-ac01-75034a805833 · outbound

This paper cites Causal Discovery from Heterogeneous/Nonstationary Data.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Causal Discovery from Heterogeneous/Nonstationary Data

Reference 7

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Observation f52b664d-09ce-4701-97d3-a9ec3fc2d5d9 · outbound

This paper cites Bennett, and Malik Magdon-Ismail.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Bennett, and Malik Magdon-Ismail

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:07:36.123184Z

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Observation 9cf4bc15-e233-4a1f-bf6a-f3b66859b58c · outbound

This paper cites CCSL: A Causal Structure Learning Method from Multiple Unknown Environments.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering CCSL: A Causal Structure Learning Method from Multiple Unknown Environments

Reference 9

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Observation 36aa9c15-4be8-4eb8-8bd8-2798f33e72f0 · outbound

This paper cites A Distance Covariance-based Kernel for Nonlinear Causal Clustering in Heterogeneous Populations.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering A Distance Covariance-based Kernel for Nonlinear Causal Clustering in Heterogeneous Populations

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:07:36.108323Z

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Observation ebcc8fed-567c-43a9-a58e-b298da038240 · outbound

This paper cites Estimating Heterogeneous Causal Effect of Polysubstance Usage on Drug Overdose from Large-Scale Electronic Health Record.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Estimating Heterogeneous Causal Effect of Polysubstance Usage on Drug Overdose from Large-Scale Electronic Health Record

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:07:36.094144Z

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Observation f8908309-57f7-4c05-9f35-83d8e68e8161 · outbound

This paper cites Integrated Latent Heterogeneity and Invariance Learning in Kernel Space.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Integrated Latent Heterogeneity and Invariance Learning in Kernel Space

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:07:36.080401Z

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Observation 6e7a9a74-c9ab-4932-8542-447dd379d771 · outbound

This paper cites Amortized Causal Discovery: Learning to Infer Causal Graphs from Time-Series Data.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Amortized Causal Discovery: Learning to Infer Causal Graphs from Time-Series Data

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:07:36.066335Z

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Observation dd412b41-eca9-4a34-b860-a4fa646c96a2 · outbound

This paper cites Causal Structure Learning for Latent Intervened Non-stationary Data.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Causal Structure Learning for Latent Intervened Non-stationary Data

Reference 14

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Observation c8bd5010-fcae-4766-87c3-147106927188 · outbound

This paper cites Causal Inference and Mechanism Clustering of A Mixture of Additive Noise Models.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Causal Inference and Mechanism Clustering of A Mixture of Additive Noise Models

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:07:36.038196Z

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Observation 3586816b-7a92-45e5-ac9f-949edede2f8c · outbound

This paper cites Multi-label Causal Variable Discovery: Learning Common Causal Variables and Label-specific Causal Variables.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Multi-label Causal Variable Discovery: Learning Common Causal Variables and Label-specific Causal Variables

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-08-10T18:07:35.494880Z

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Observation 730ce294-b995-49ec-af94-1c477a3860f6 · outbound

This paper cites Causal Temporal Regime Structure Learning.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Causal Temporal Regime Structure Learning

Reference 17

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Observation 3425a18d-24e0-491b-b8d2-64d6d8d1a0c9 · outbound

This paper cites V owels, Necati Cihan Camgoz, and Richard Bowden.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering V owels, Necati Cihan Camgoz, and Richard Bowden

Reference 18

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Observation b3fa062b-acf5-4ea7-9ba5-9da460269d7f · outbound

This paper cites Székely and Maria L.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Székely and Maria L

Reference 19

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Observation 3f15478e-a38e-48c1-b38d-b7970583230d · outbound

This paper cites Causal inference and the data-fusion problem.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Causal inference and the data-fusion problem

Reference 20

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Observation 8bea4fdb-0a48-48ab-98f6-fbb53a515fb7 · outbound

This paper cites MetaCI: Meta-Learning for Causal Inference in a Heterogeneous Population.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering MetaCI: Meta-Learning for Causal Inference in a Heterogeneous Population

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-10T18:07:35.460857Z

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Observation c2dce582-a0b6-463a-94ae-1781b569b962 · outbound

This paper cites Alaa and Mihaela van der Schaar.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Alaa and Mihaela van der Schaar

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:07:35.985337Z

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Observation 1cbad5fa-8e5f-46b3-b498-7a8a6bc2161b · outbound

This paper cites Masked gradient-based causal structure learning.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Masked gradient-based causal structure learning

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:07:35.971371Z

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Observation 317e435d-c9e2-417f-8afe-9cb26cf24d2f · outbound

This paper cites Statistical Dependence: Beyond Pearson’s ρ.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Statistical Dependence: Beyond Pearson’s ρ

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:07:35.959159Z

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Observation d92a800d-dbee-4302-8e32-c2c2bb7d6a4f · outbound

This paper cites Testing Mutual Independence in High Dimension via Distance Covariance.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Testing Mutual Independence in High Dimension via Distance Covariance

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:07:35.946323Z

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Observation 7ceb6d94-cae7-4bbf-b25e-87a4e7c6be65 · outbound

This paper cites Discussion of: Brownian distance covariance.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Discussion of: Brownian distance covariance

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:07:35.932809Z

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Observation c27fadc6-9108-4717-a17c-8247b47ff05a · outbound

This paper cites The Chi-square test of independence.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering The Chi-square test of independence

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:07:35.920016Z

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Observation 4a15ca52-959e-4082-ab56-add1543b45bf · outbound

This paper cites Seven proofs of the Pearson Chi-squared independence test and its graphical interpretation.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Seven proofs of the Pearson Chi-squared independence test and its graphical interpretation

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-08-10T18:07:35.443147Z

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Observation f77080c9-31db-4a28-a640-8d16646f0230 · outbound

This paper cites V ogelstein.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering V ogelstein

Reference 29

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Observation fe74b6b8-e97f-4409-a3c3-62510e9882fa · outbound

This paper cites Spearman’s correlation coefficient in statistical analysis.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Spearman’s correlation coefficient in statistical analysis

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:07:35.893340Z

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Observation fdf1a71b-10b6-441f-8209-a6c847ec397c · outbound

This paper cites A new framework for distance and kernel-based metrics in high dimensions.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering A new framework for distance and kernel-based metrics in high dimensions

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:07:35.880421Z

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Observation a75995ff-efa6-4cef-986c-b48b0905b016 · outbound

This paper cites Identification of Linear Non-Gaussian Latent Hierarchical Structure.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Identification of Linear Non-Gaussian Latent Hierarchical Structure

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:07:35.868157Z

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Observation c898a0b8-74ef-4694-b50d-22e02fbdd6e3 · outbound

This paper cites Identification of Partially Observed Linear Causal Models: Graphical Conditions for the Non-Gaussian and Heterogeneous Cases.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Identification of Partially Observed Linear Causal Models: Graphical Conditions for the Non-Gaussian and Heterogeneous Cases

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:07:35.855808Z

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Observation e5cb249d-ccc2-475c-bb38-f7afef808f25 · outbound

This paper cites Chi-square and Fisher’s exact tests.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Chi-square and Fisher’s exact tests

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:07:35.843508Z

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Observation 5f90ab20-159a-4dd2-979b-848bf984d160 · outbound

This paper cites Applying Chi-Square Test In Measuring The Significance Of The Occurrence Of French Synonym In Corpus Data.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Applying Chi-Square Test In Measuring The Significance Of The Occurrence Of French Synonym In Corpus Data

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:07:35.831058Z

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Observation 415eb242-420d-4c7f-9e67-6fc3efdd8521 · outbound

This paper cites Causal inference of gene expression data using a clustering-based extension of Kernel-Granger causality.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Causal inference of gene expression data using a clustering-based extension of Kernel-Granger causality

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:07:35.818115Z

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Observation 4a97efff-97bf-4c51-a1c5-883894ecf132 · outbound

This paper cites High-dimensional joint estimation of multiple directed Gaussian graphical models.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering High-dimensional joint estimation of multiple directed Gaussian graphical models

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:07:35.804240Z

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Observation f7bdbe32-b34f-4c33-9833-204e854f1d48 · outbound

This paper cites Deep Stable Learning for Out-of-Distribution Generalization.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Deep Stable Learning for Out-of-Distribution Generalization

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:07:35.789291Z

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Observation 719a31a8-adc9-4959-a5b0-9066ffd4a0b8 · outbound

This paper cites Multi-Granularity Causal Structure Learning.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Multi-Granularity Causal Structure Learning

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:07:35.774814Z

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Observation 6ef39287-607d-4d87-b4c8-3f76a83f7245 · outbound

This paper cites Abstract algebra: theory and applications.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Abstract algebra: theory and applications

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:07:35.761241Z

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Observation 76c661bc-ee0b-441f-808b-da0f92e1deca · outbound

This paper cites Continuous mappings in soft lattice topological spaces.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Continuous mappings in soft lattice topological spaces

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:07:35.745449Z

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Observation a4c00cb9-b475-4035-a713-d4418eb276be · outbound

This paper cites Bijective digitized rigid motions on subsets of the plane.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Bijective digitized rigid motions on subsets of the plane

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:07:35.732319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 22ec5a6b-8780-4ca7-b516-010d2723da9b · outbound

This paper cites Locally constrained graph homomorphisms—structure, complexity, and applications.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Locally constrained graph homomorphisms—structure, complexity, and applications

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:07:35.714397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b4fb1d98-7c6c-48c4-abd5-c894ac868fdb · outbound

This paper cites Faster Isomorphism for p-Groups of Class 2 and Exponent p.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Faster Isomorphism for p-Groups of Class 2 and Exponent p

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:07:35.694283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0d52208f-b5a6-4cf3-8098-cde61e734f16 · outbound

This paper cites A Transformational Characterization of Unconditionally Equivalent Bayesian Networks.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering A Transformational Characterization of Unconditionally Equivalent Bayesian Networks

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:07:35.679957Z

Source-reported events for the cited work

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Observation a2ca64df-df67-4615-9253-b91296cd1469 · outbound

This paper cites Causal Adjacency Learning for Spatiotemporal Prediction Over Graphs.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Causal Adjacency Learning for Spatiotemporal Prediction Over Graphs

Reference 46

Resolution: verified exact; local_arxiv, observed 2026-08-10T18:07:35.424182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 191bd519-65e8-4e80-8548-00e9c35c3c9f · outbound

This paper cites Bogachev, and Juergen Kurths.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Bogachev, and Juergen Kurths

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:07:35.666369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7d735216-5923-4f7f-a3e6-e016b64951f4 · outbound

This paper cites Sinaga and Miin-Shen Yang.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Sinaga and Miin-Shen Yang

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:07:35.652103Z

Source-reported events for the cited work

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Observation 118aa3e7-3a75-40ba-99f0-71514fdb61c3 · outbound

This paper cites New Hermite orthogonal polynomial kernel and combined kernels in Support Vector Machine classifier.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering New Hermite orthogonal polynomial kernel and combined kernels in Support Vector Machine classifier

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:07:35.636933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3e830eb3-cc7e-4b8c-9067-cb3c7bbfcb3b · outbound

This paper cites Radial basis function approximations: comparison and applications.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Radial basis function approximations: comparison and applications

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-10T18:07:35.353377Z

Source-reported events for the cited work

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Observation 26839627-3085-4948-a873-07c578a3a858 · outbound

This paper cites Lipsky and Sander Greenland.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Lipsky and Sander Greenland

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:07:35.614762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 24b7770d-5b43-4aae-8637-25e0d5ff8c68 · outbound

This paper cites Di Capua, J.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Di Capua, J

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:07:35.600123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 83c60fdd-789b-4b58-a558-14f64e2f03ca · outbound

This paper cites an unresolved cited work.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-10T18:07:35.586743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 72970d7b-a487-40ab-a25b-b1a3c4072c40 · outbound

This paper cites Stable Prediction with Model Misspecification and Agnostic Distribution Shift.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Stable Prediction with Model Misspecification and Agnostic Distribution Shift

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:07:35.573207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation beca95e8-6f1a-44f6-a809-b63d44dbb0c7 · outbound

This paper cites Stable Learning via Sample Reweighting.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Stable Learning via Sample Reweighting

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:07:35.558350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 28b4c1bd-8cba-488a-9011-f20a78f18519 · outbound

This paper cites Stable Learning via Sparse Variable Independence.

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering Stable Learning via Sparse Variable Independence

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:07:35.542917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers