Paper Citation Record · LEDGER

JADAI: Jointly Amortizing Adaptive Design and Bayesian Inference

As of 21 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 6 inbound Pith citation observations for arXiv:2512.22999.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2512.22999 v2

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T13:48:17.215503Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-10T09:11:48.273964Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

14 of 14 outbound references displayed

verified exact1
verified fuzzy0
unresolved11
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation ed05c19a-694e-409a-b769-e20c5d99cc92 · outbound

This paper cites and Li, Q.

JADAI: Jointly Amortizing Adaptive Design and Bayesian Inference and Li, Q

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T13:48:16.997507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 746d1340-0fcc-4b2c-91a5-ef662108a05a · outbound

This paper cites Bayesian Experimental Design for Implicit Models by Mutual Information Neural Estimation.

JADAI: Jointly Amortizing Adaptive Design and Bayesian Inference Bayesian Experimental Design for Implicit Models by Mutual Information Neural Estimation

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-03T13:48:16.531322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfe77b4f-6e7e-4e39-afeb-e08cc8dcebb5 · outbound

This paper cites 1 Rainforth, T., Foster, A., Ivanova, D.

JADAI: Jointly Amortizing Adaptive Design and Bayesian Inference 1 Rainforth, T., Foster, A., Ivanova, D

Reference 72

Resolution: verified exact; doi, observed 2026-08-03T13:48:24.978342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d2b91a54-f7db-4e30-9ffd-a7aa9b13d7b6 · outbound

This paper cites Statistically Efficient Bayesian Sequential Experiment Design via Reinforcement Learning with Cross-Entropy Estimators.

JADAI: Jointly Amortizing Adaptive Design and Bayesian Inference Statistically Efficient Bayesian Sequential Experiment Design via Reinforcement Learning with Cross-Entropy Estimators

Reference 685

Resolution: unresolved; no resolver link, observed 2026-08-03T13:48:16.103615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5af50fa-4d0e-49b7-a8cd-4f992668ad54 · outbound

This paper cites Method Details A.1.

JADAI: Jointly Amortizing Adaptive Design and Bayesian Inference Method Details A.1

Reference 924

Resolution: unresolved; no resolver link, observed 2026-08-03T13:48:17.138480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7aaf601e-cf11-4585-a4ba-4f2e21eb37ac · outbound

This paper cites and Marzouk, Y.

JADAI: Jointly Amortizing Adaptive Design and Bayesian Inference and Marzouk, Y

Reference 1093

Resolution: unresolved; no resolver link, observed 2026-08-03T13:48:16.423551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98da9052-9032-48e8-8feb-14ada1cec472 · outbound

This paper cites Denoising Diffusion Probabilistic Models.

JADAI: Jointly Amortizing Adaptive Design and Bayesian Inference Denoising Diffusion Probabilistic Models

Reference 2001

Resolution: unresolved; no resolver link, observed 2026-08-03T13:48:16.299698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fc2a21b-0f4a-47e3-9e06-006cddc3991e · outbound

This paper cites doi: https://doi.org/10.1016/j.ae ue.2014.09.002.

JADAI: Jointly Amortizing Adaptive Design and Bayesian Inference doi: https://doi.org/10.1016/j.ae ue.2014.09.002

Reference 2015

Resolution: malformed identifier; doi_truncated, observed 2026-08-03T13:48:25.217087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d117a0a9-2028-42dc-8971-bdb0bf42d7ed · outbound

This paper cites Super-Convergence: Very Fast Training of Neural Networks Using Large Learning Rates.

JADAI: Jointly Amortizing Adaptive Design and Bayesian Inference Super-Convergence: Very Fast Training of Neural Networks Using Large Learning Rates

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-03T13:48:16.783653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 334a21f6-3866-4c6f-9bc8-f202fc2efd18 · outbound

This paper cites Generative Modeling by Estimating Gradients of the Data Distribution.

JADAI: Jointly Amortizing Adaptive Design and Bayesian Inference Generative Modeling by Estimating Gradients of the Data Distribution

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-03T13:48:16.841776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee006f3e-cf23-4f78-b4bd-00514119fd5f · outbound

This paper cites r1GL/talcOUHCzu7TmEknpH/Tl8=.

JADAI: Jointly Amortizing Adaptive Design and Bayesian Inference r1GL/talcOUHCzu7TmEknpH/Tl8=

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-03T13:48:17.215503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96f4f997-1f74-4e11-86ca-9d107cb0b628 · outbound

This paper cites 1, 5 Sharrock, L., Simons, J., Liu, S., and Beaumont, M.

JADAI: Jointly Amortizing Adaptive Design and Bayesian Inference 1, 5 Sharrock, L., Simons, J., Liu, S., and Beaumont, M

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T13:48:16.726746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef63f97d-ebc6-4f18-89a3-982bc0ca09da · outbound

This paper cites doi: 10.1146/annure v-statistics-112723-034123.

JADAI: Jointly Amortizing Adaptive Design and Bayesian Inference doi: 10.1146/annure v-statistics-112723-034123

Reference 2025

Resolution: malformed identifier; no resolver link, observed 2026-08-03T13:48:17.073290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 524c066e-ae81-4ad6-a016-026c1dc49a2f · outbound

This paper cites URL http://dx.doi.org/10.1016/j.cma.2024.117457.

JADAI: Jointly Amortizing Adaptive Design and Bayesian Inference URL http://dx.doi.org/10.1016/j.cma.2024.117457

Reference 2138

Resolution: unresolved; no resolver link, observed 2026-08-03T13:48:16.188539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation cddc9db0-6a51-4dc4-86c7-4c5f07e5218c · inbound

Overcoming Selection Bias in Statistical Studies With Amortized Bayesian Inference cites this paper.

Overcoming Selection Bias in Statistical Studies With Amortized Bayesian Inference JADAI: Jointly Amortizing Adaptive Design and Bayesian Inference

Reference 66

Resolution: verified exact; arxiv_id, observed 2026-07-07T01:16:02.755369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ae1b057a-1692-453f-be99-e8280817f58b · inbound

FairBED: A Bayesian Experimental Design Approach to Gathering Fairer Data cites this paper.

FairBED: A Bayesian Experimental Design Approach to Gathering Fairer Data JADAI: Jointly Amortizing Adaptive Design and Bayesian Inference

Reference 13

Resolution: metadata mismatch; arxiv_id, observed 2026-07-07T01:16:02.755369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation af9bbec9-eaf3-47fd-b91a-a0eb98c2d515 · inbound

Action-BED: Task-Driven Bayesian Experimental Design with Singly Intractable Objectives cites this paper.

Action-BED: Task-Driven Bayesian Experimental Design with Singly Intractable Objectives JADAI: Jointly Amortizing Adaptive Design and Bayesian Inference

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-07-07T01:16:02.755369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 41e59822-0d0c-4e78-9908-d8a72c9d21f2 · inbound

Efficient Adaptive Data Acquisition via Pretrained Belief Representations cites this paper.

Efficient Adaptive Data Acquisition via Pretrained Belief Representations JADAI: Jointly Amortizing Adaptive Design and Bayesian Inference

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-07-07T01:16:02.755369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 10ee1608-c35a-4dbf-bf6a-092be3348b58 · inbound

Bayesian Experimental Design via Score Matching cites this paper.

Bayesian Experimental Design via Score Matching JADAI: Jointly Amortizing Adaptive Design and Bayesian Inference

Reference 9

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T09:16:59.293468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2f4d5b54-4ffa-4739-a15a-03e5e01071fb · inbound

Bayesian Experimental Design via Score Matching cites this paper.

Bayesian Experimental Design via Score Matching JADAI: Jointly Amortizing Adaptive Design and Bayesian Inference

Reference 194

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T09:16:59.454799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.