Paper Citation Record · LEDGER

Neural Drift Estimation for Ergodic Diffusions: Non-parametric Analysis and Numerical Exploration

As of 8 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2505.24383.

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

pith.paper-citation-record.v1
2505.24383 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:35:20.886303Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

15 of 15 outbound references displayed

verified exact0
verified fuzzy14
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation aa5c08f1-d775-447e-af51-5e7d7fa655dd · outbound

This paper cites and Taylor, J.M.: Stochastic functional data analysis: A diffusion model-based approach.

Neural Drift Estimation for Ergodic Diffusions: Non-parametric Analysis and Numerical Exploration and Taylor, J.M.: Stochastic functional data analysis: A diffusion model-based approach

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:22.845335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ef0f7c51-397e-47a6-bfdb-a41c45d9ca83 · outbound

This paper cites Scientific reports, 12(1), 3936 (2022).

Neural Drift Estimation for Ergodic Diffusions: Non-parametric Analysis and Numerical Exploration Scientific reports, 12(1), 3936 (2022)

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:22.763325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fb8db24e-6398-4999-8b9a-1d0f056be732 · outbound

This paper cites and Koike, Y.: Drift estimation for a multi-dimensional diffusion process using deep neural networks.

Neural Drift Estimation for Ergodic Diffusions: Non-parametric Analysis and Numerical Exploration and Koike, Y.: Drift estimation for a multi-dimensional diffusion process using deep neural networks

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:22.619388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4aaf7091-0728-46f5-9a00-54be50417fac · outbound

This paper cites Scandinavian Journal of Statistics 24(2), 211-229 (1997).

Neural Drift Estimation for Ergodic Diffusions: Non-parametric Analysis and Numerical Exploration Scandinavian Journal of Statistics 24(2), 211-229 (1997)

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:22.491740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e3ad0709-5baf-442d-81e3-07e10477a6fe · outbound

This paper cites Journal of Multivariate Analysis 41(2), 220-242 (1992).

Neural Drift Estimation for Ergodic Diffusions: Non-parametric Analysis and Numerical Exploration Journal of Multivariate Analysis 41(2), 220-242 (1992)

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:22.362993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 20185bf2-e8bd-4103-ac52-fc986fe078b3 · outbound

This paper cites and Iacus, S.M.: Adaptive LASSO-type estimation for multivariate diffusion processes.

Neural Drift Estimation for Ergodic Diffusions: Non-parametric Analysis and Numerical Exploration and Iacus, S.M.: Adaptive LASSO-type estimation for multivariate diffusion processes

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:22.238962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0ba7f85c-a1d9-4a18-a549-f5e034e28e5c · outbound

This paper cites and Iafrate, F.: Regularized bridge-type estimation with multiple penalties.

Neural Drift Estimation for Ergodic Diffusions: Non-parametric Analysis and Numerical Exploration and Iafrate, F.: Regularized bridge-type estimation with multiple penalties

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:22.143132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7face2ee-cf9e-4d6c-a0d4-aed9eac158a6 · outbound

This paper cites and Rozanov, Yu.

Neural Drift Estimation for Ergodic Diffusions: Non-parametric Analysis and Numerical Exploration and Rozanov, Yu

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:22.010345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 45b3b49a-e36e-4658-86b2-049d3068eb83 · outbound

This paper cites an unresolved cited work.

Neural Drift Estimation for Ergodic Diffusions: Non-parametric Analysis and Numerical Exploration Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:35:21.874639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1296bc0c-240a-4d00-9333-216b5138f020 · outbound

This paper cites and Bölcskei, H.: Deep neural network approximation theory.

Neural Drift Estimation for Ergodic Diffusions: Non-parametric Analysis and Numerical Exploration and Bölcskei, H.: Deep neural network approximation theory

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:21.749812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d13cccf5-874a-4d54-befe-3e46f515e1eb · outbound

This paper cites and Salakhutdinov, R.: Dropout: a simple way to prevent neural networks from overfitting.

Neural Drift Estimation for Ergodic Diffusions: Non-parametric Analysis and Numerical Exploration and Salakhutdinov, R.: Dropout: a simple way to prevent neural networks from overfitting

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:21.638007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 39997fca-8d58-43ef-a685-a2a8494405ec · outbound

This paper cites Stochastic Processes and their Applications 122(8) 2885-2924 (2012).

Neural Drift Estimation for Ergodic Diffusions: Non-parametric Analysis and Numerical Exploration Stochastic Processes and their Applications 122(8) 2885-2924 (2012)

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:21.526526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 441fb72a-ade3-4975-ab23-403a31688f3d · outbound

This paper cites and Platen, E.: Stratonovich and Itô stochastic taylor expansions.

Neural Drift Estimation for Ergodic Diffusions: Non-parametric Analysis and Numerical Exploration and Platen, E.: Stratonovich and Itô stochastic taylor expansions

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:21.396379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a0063bde-f119-4df6-867f-a56d7f7c2c88 · outbound

This paper cites and Taheri, M.: Layer sparsity in neural networks.

Neural Drift Estimation for Ergodic Diffusions: Non-parametric Analysis and Numerical Exploration and Taheri, M.: Layer sparsity in neural networks

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:21.253010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a92432a2-dd75-4246-be79-d005c1fc507e · outbound

This paper cites and Lederer, J.: Statistical guarantees for regularized neural networks.

Neural Drift Estimation for Ergodic Diffusions: Non-parametric Analysis and Numerical Exploration and Lederer, J.: Statistical guarantees for regularized neural networks

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:21.066359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

No inbound Pith citation observations are available.