Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning | Paper Citation Record

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Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Unresolved cited work

Reference 1

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Observation 2c43c936-3cff-4643-beb6-c153ccc5ffea · outbound

This paper cites Variational Causal Networks: Approximate Bayesian Inference over Causal Structures.

Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Variational Causal Networks: Approximate Bayesian Inference over Causal Structures

Reference 2

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This paper cites Amortized Active Causal Induction with Deep Reinforcement Learning.

Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Amortized Active Causal Induction with Deep Reinforcement Learning

Reference 3

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This paper cites C., Donev, A.

Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning C., Donev, A

Reference 4

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Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Unresolved cited work

Reference 5

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This paper cites and Albert, R.

Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning and Albert, R

Reference 6

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This paper cites and Agakov, F.

Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning and Agakov, F

Reference 7

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This paper cites an unresolved cited work.

Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Unresolved cited work

Reference 8

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This paper cites P., Jankowiak, M., Obermeyer, F., Pradhan, N., Karaletsos, T., Singh, R., Szerlip, P., Horsfall, P., and Goodman, N.

Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning P., Jankowiak, M., Obermeyer, F., Pradhan, N., Karaletsos, T., Singh, R., Szerlip, P., Horsfall, P., and Goodman, N

Reference 9

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This paper cites V ., Chades, I., and Dezfouli, A.

Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning V ., Chades, I., and Dezfouli, A

Reference 10

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This paper cites an unresolved cited work.

Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Unresolved cited work

Reference 11

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This paper cites A Likelihood-Free Approach to Goal-Oriented Bayesian Optimal Experimental Design.

Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning A Likelihood-Free Approach to Goal-Oriented Bayesian Optimal Experimental Design

Reference 12

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This paper cites and Verdinelli, I.

Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning and Verdinelli, I

Reference 13

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This paper cites an unresolved cited work.

Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Unresolved cited work

Reference 14

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Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Unresolved cited work

Reference 15

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Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Unresolved cited work

Reference 16

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This paper cites and Druzdzel, M.

Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning and Druzdzel, M

Reference 17

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This paper cites Density estimation using Real NVP.

Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Density estimation using Real NVP

Reference 18

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Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Unresolved cited work

Reference 19

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This paper cites R., Malik, I., and Rainforth, T.

Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning R., Malik, I., and Rainforth, T

Reference 20

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This paper cites Data Analysis with Bayesian Networks: A Bootstrap Approach.

Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Data Analysis with Bayesian Networks: A Bootstrap Approach

Reference 21

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This paper cites and Koller, D.

Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning and Koller, D

Reference 22

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Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Unresolved cited work

Reference 23

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Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Unresolved cited work

Reference 24

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Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Unresolved cited work

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Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Unresolved cited work

Reference 26

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Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Unresolved cited work

Reference 27

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This paper cites an unresolved cited work.

Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Unresolved cited work

Reference 28

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This paper cites and Bühlmann, P.

Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning and Bühlmann, P

Reference 29

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Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Unresolved cited work

Reference 30

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Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning H., and Meinshausen, N

Reference 31

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Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Unresolved cited work

Reference 32

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Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Unresolved cited work

Reference 33

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Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning R., Foster, A., Kleinegesse, S., Gutmann, M

Reference 34

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Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Unresolved cited work

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Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Unresolved cited work

Reference 36

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Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Unresolved cited work

Reference 37

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Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Efficient Neural Causal Discovery without Acyclicity Constraints

Reference 38

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This paper cites and Wang, D.

Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning and Wang, D

Reference 39

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Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Unresolved cited work

Reference 40

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Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Unresolved cited work

Reference 41

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Observation d6f73aef-b8bd-4eeb-96de-d2184763c516 · outbound

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Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning A Unified Experiment Design Approach for Cyclic and Acyclic Causal Models

Reference 42

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Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Unresolved cited work

Reference 43

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Observation b90adbb0-da7d-469d-bf15-3ffcf3c316b5 · outbound

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Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning O., Sachs, K., Mallick, P., and Vitek, O

Reference 44

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Observation f66024ed-b3d7-413e-b977-10669e902145 · outbound

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Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Unresolved cited work

Reference 45

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Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Unresolved cited work

Reference 46

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Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Unresolved cited work

Reference 47

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Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Unresolved cited work

Reference 48

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Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Unresolved cited work

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Observation 9dcd4cc2-e9fe-44ee-8822-e80b18e8dc73 · outbound

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Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Unresolved cited work

Reference 50

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Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning R., and Bickford Smith, F

Reference 51

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Observation dfcf8708-091f-4e22-b3bb-6bd74499aa81 · outbound

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Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Unresolved cited work

Reference 52

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Observation 98c8e8b3-2720-4e78-9c7f-b590a6a3d0aa · outbound

This paper cites and Huan, X.

Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning and Huan, X

Reference 53

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Observation ac10ed8a-b228-4178-aed5-e8f6ec82c2ab · outbound

This paper cites B., Kirsch, A., Farquhar, S., Gal, Y ., Foster, A., and Rainforth, T.

Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning B., Kirsch, A., Farquhar, S., Gal, Y ., Foster, A., and Rainforth, T

Reference 54

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Observation 9c368367-1bdf-4c78-9452-1bd09d1cb976 · outbound

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Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Unresolved cited work

Reference 55

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Observation a29d3a90-3b1c-4015-847c-b215c65588d8 · outbound

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Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning N., and Scheines, R

Reference 56

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Observation 28148f04-2609-4e6f-a877-703693626b58 · outbound

This paper cites an unresolved cited work.

Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:50:03.139539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 38de4d67-84f3-43a3-8750-17b9fd6369a2 · outbound

This paper cites Causal machine learning for single-cell genomics.

Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Causal machine learning for single-cell genomics

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-06T18:49:58.324198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a47da023-48c8-470e-8368-eceae33ee258 · outbound

This paper cites V ., Xiao, L., Chopra, A., Chaffin, M.

Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning V ., Xiao, L., Chopra, A., Chaffin, M

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:50:03.008582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1802928b-7344-4997-b65c-ae39ed5730d6 · outbound

This paper cites R., Jesson, A., Gal, Y ., Foster, A., and Bauer, S.

Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning R., Jesson, A., Gal, Y ., Foster, A., and Bauer, S

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:50:02.851107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 20286211-138a-4846-8580-2cd8853c08b1 · outbound

This paper cites an unresolved cited work.

Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:50:02.700946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d8e3ae1b-799d-4613-8fc3-3647a64c9f0c · outbound

This paper cites and Koller, D.

Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning and Koller, D

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:50:02.520723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 54171ab3-93c4-4451-a98b-35331ac16fad · outbound

This paper cites an unresolved cited work.

Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Unresolved cited work

Reference 63

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:50:02.340322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6638a980-e253-4706-98ad-21636ad3cc83 · outbound

This paper cites an unresolved cited work.

Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:50:02.152351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 00d895ec-95ea-4a24-af22-58655c34a3d7 · outbound

This paper cites an unresolved cited work.

Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:50:02.003890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 43504639-4cf6-47b2-ae70-6d2ac58db031 · outbound

This paper cites Optimal experimental design via Bayesian optimization: active causal structure learning for Gaussian process networks.

Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Optimal experimental design via Bayesian optimization: active causal structure learning for Gaussian process networks

Reference 66

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T18:49:59.621204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 626c5777-586a-4a8f-b044-3817de1e0469 · outbound

This paper cites J., Camgoz, N.

Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning J., Camgoz, N

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:50:01.817881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ed5581c3-e350-4bca-8e7c-50e829048a9c · outbound

This paper cites An efficient method for goal-oriented linear Bayesian optimal experimental design: Application to optimal sensor placemen.

Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning An efficient method for goal-oriented linear Bayesian optimal experimental design: Application to optimal sensor placemen

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-06T18:49:58.793510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23f2ee69-1be6-44e9-b4bd-9a789502632d · outbound

This paper cites Goal-Oriented Bayesian Optimal Experimental Design for Nonlinear Models using Markov Chain Monte Carlo.

Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Goal-Oriented Bayesian Optimal Experimental Design for Nonlinear Models using Markov Chain Monte Carlo

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-06T18:49:58.851864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e9d2a3a-23b2-4c6c-9bce-2913eb63d0e2 · outbound

This paper cites an unresolved cited work.

Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Unresolved cited work

Reference 70

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:50:01.646742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9f64ec8d-b9ed-426b-af12-3edde69c2f37 · outbound

This paper cites Each layer includes: 18 • Two multi-head self-attention sublayers, each preceded by layer normalization and followed by dropout.

Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Each layer includes: 18 • Two multi-head self-attention sublayers, each preceded by layer normalization and followed by dropout

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:50:01.489322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b4a51467-de16-4c60-93fe-4f54e68a314b · outbound

This paper cites an unresolved cited work.

Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning Unresolved cited work

Reference 72

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:50:01.312333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 685531b2-6549-4564-9f88-b7f5b9ed6369 · outbound

This paper cites • A separate value layer, with final outputs scaled to fall within a specific range minval and maxval.

Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning • A separate value layer, with final outputs scaled to fall within a specific range minval and maxval

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:50:01.127563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1369bbe0-0dde-44e0-99b8-01d15d525ae4 · outbound

This paper cites • Both u and v are normalized using their ℓ2-norm along the last dimension.

Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning • Both u and v are normalized using their ℓ2-norm along the last dimension

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:50:00.941306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a755ceea-f0b9-4c5e-963a-4535043cea94 · outbound

This paper cites temp” via the operation logitij × exp(temp), which is then added element-wise with a learnable term, “bias.

Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning temp” via the operation logitij × exp(temp), which is then added element-wise with a learnable term, “bias

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:50:00.694277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9a2c095e-2025-469a-adc8-53115a0986df · outbound

This paper cites ) GO-CBED-z GO-CBED-G Random 𝑿𝟓 𝑿𝟎𝑿𝟏𝑿𝟑𝑿𝟒𝑿𝟖𝑿𝟗𝑿𝟔 𝑿𝟕𝑿𝟐 𝒅𝒐(𝑿𝟓∼𝑵(𝟒,𝟐𝟐)) 2 4 6 8 10 Number of stages °1.3 °1.2 °1.1 °1.0 °0.9 °0.8 °0.7 °0.6 RT;L(ºz)(.

Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning ) GO-CBED-z GO-CBED-G Random 𝑿𝟓 𝑿𝟎𝑿𝟏𝑿𝟑𝑿𝟒𝑿𝟖𝑿𝟗𝑿𝟔 𝑿𝟕𝑿𝟐 𝒅𝒐(𝑿𝟓∼𝑵(𝟒,𝟐𝟐)) 2 4 6 8 10 Number of stages °1.3 °1.2 °1.1 °1.0 °0.9 °0.8 °0.7 °0.6 RT;L(ºz)(

Reference 76

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T18:50:00.501311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers