Paper Citation Record · LEDGER

Learning stochastic differential equations using RNN with log signature features

As of 15 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 1 inbound Pith citation observation for arXiv:1908.08286.

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

pith.paper-citation-record.v1
1908.08286 v2

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T11:53:19.175718Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-24T14:23:53.068616Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-24T14:24:34.501939Z

Reference resolution

43 of 43 outbound references displayed

verified exact2
verified fuzzy13
unresolved28
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5d00d1f3-77ee-4823-b4b8-d175a0a2c5fa · outbound

This paper cites an unresolved cited work.

Learning stochastic differential equations using RNN with log signature features Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-14T11:53:19.651389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d2d7ce2b-b781-4a3a-afe9-053051b33484 · outbound

This paper cites Black and M.

Learning stochastic differential equations using RNN with log signature features Black and M

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:53:19.641362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f636fddf-663e-4bce-90ec-534f212896b0 · outbound

This paper cites an unresolved cited work.

Learning stochastic differential equations using RNN with log signature features Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-14T11:53:19.630782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b91b9bfe-436e-4e1c-a359-7d55bf3fd8cd · outbound

This paper cites an unresolved cited work.

Learning stochastic differential equations using RNN with log signature features Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-14T11:53:19.620707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5a536379-8bdc-43d7-8f69-d9d69ccd8bc5 · outbound

This paper cites an unresolved cited work.

Learning stochastic differential equations using RNN with log signature features Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-14T11:53:19.611245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 52918643-d75a-4d7a-9a57-aa4c5db64225 · outbound

This paper cites an unresolved cited work.

Learning stochastic differential equations using RNN with log signature features Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-14T11:53:19.602388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ad8bb7d3-02b3-4cb2-9277-872f1632a22c · outbound

This paper cites Escalera, J.

Learning stochastic differential equations using RNN with log signature features Escalera, J

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:53:19.592735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1fe71f24-c1c1-4c43-920c-ecff13e4bb9e · outbound

This paper cites An optimal polynomial approximation of Brownian motion.

Learning stochastic differential equations using RNN with log signature features An optimal polynomial approximation of Brownian motion

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-14T11:53:19.284273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 461d24f4-72d9-4022-add1-38755e8fed59 · outbound

This paper cites an unresolved cited work.

Learning stochastic differential equations using RNN with log signature features Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-14T11:53:19.583958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4e71793f-ec8f-4628-ab6b-03e574818dd9 · outbound

This paper cites Friz and N.

Learning stochastic differential equations using RNN with log signature features Friz and N

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:53:19.574108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation cb52be7c-594b-4d4c-8e49-70831a96445a · outbound

This paper cites Funahashi and Y.

Learning stochastic differential equations using RNN with log signature features Funahashi and Y

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:53:19.564173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation da85225c-7ce5-4795-a705-35ff25495d5e · outbound

This paper cites an unresolved cited work.

Learning stochastic differential equations using RNN with log signature features Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-14T11:53:19.554730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e426f418-84e2-4d09-a4b1-b07b545d3e9b · outbound

This paper cites Sparse arrays of signatures for online character recognition.

Learning stochastic differential equations using RNN with log signature features Sparse arrays of signatures for online character recognition

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-14T11:53:19.069085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c335f49-dee1-45a9-9723-8fd1b89c4521 · outbound

This paper cites Extracting information from the signature of a financial data stream.

Learning stochastic differential equations using RNN with log signature features Extracting information from the signature of a financial data stream

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-14T11:53:19.073286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bac2f4fe-ef0b-4241-95be-db10a90430f1 · outbound

This paper cites Hambly and T.

Learning stochastic differential equations using RNN with log signature features Hambly and T

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:53:19.543331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation edfdb49f-191d-4aaa-a80a-41c5d4c66639 · outbound

This paper cites an unresolved cited work.

Learning stochastic differential equations using RNN with log signature features Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-14T11:53:19.533290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation efd94ae2-ffba-4594-93fb-88c91fe778fb · outbound

This paper cites an unresolved cited work.

Learning stochastic differential equations using RNN with log signature features Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-14T11:53:19.523497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 84e732db-6de0-44b4-b777-c6c32ca2ed90 · outbound

This paper cites an unresolved cited work.

Learning stochastic differential equations using RNN with log signature features Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-14T11:53:19.513713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e658ec64-3b45-4f09-8312-fc1e459e2d8a · outbound

This paper cites Learning from the past, predicting the statistics for the future, learning an evolving system.

Learning stochastic differential equations using RNN with log signature features Learning from the past, predicting the statistics for the future, learning an evolving system

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-14T11:53:19.094111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6219199-ff6a-4cdd-b73d-62d9e486bf97 · outbound

This paper cites an unresolved cited work.

Learning stochastic differential equations using RNN with log signature features Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-14T11:53:19.502629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4103337a-109c-40b6-a516-e69db027ce5c · outbound

This paper cites an unresolved cited work.

Learning stochastic differential equations using RNN with log signature features Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-14T11:53:19.491094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e239be1d-9b9c-488a-a8f4-88413f1bdff4 · outbound

This paper cites an unresolved cited work.

Learning stochastic differential equations using RNN with log signature features Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-14T11:53:19.480712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation cc9b3889-4486-4fa6-bade-92c8d6f59a04 · outbound

This paper cites an unresolved cited work.

Learning stochastic differential equations using RNN with log signature features Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-14T11:53:19.470757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 31bdcec4-422c-4518-8429-9280aa90cb61 · outbound

This paper cites an unresolved cited work.

Learning stochastic differential equations using RNN with log signature features Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-14T11:53:19.459348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 65ac1696-4e8f-4c63-b5b6-6f6c6512aa1e · outbound

This paper cites an unresolved cited work.

Learning stochastic differential equations using RNN with log signature features Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-14T11:53:19.448595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 292906d5-beb0-483e-9a20-de370172c468 · outbound

This paper cites an unresolved cited work.

Learning stochastic differential equations using RNN with log signature features Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-14T11:53:19.438248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ecac366c-3c33-495c-8c3a-4fd7de92329d · outbound

This paper cites Liu and J.

Learning stochastic differential equations using RNN with log signature features Liu and J

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:53:19.426803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e7aee12d-bfdd-4fc1-ba78-ed9d82b52d81 · outbound

This paper cites Beyond Finite Layer Neural Networks: Bridging Deep Architectures and Numerical Differential Equations.

Learning stochastic differential equations using RNN with log signature features Beyond Finite Layer Neural Networks: Bridging Deep Architectures and Numerical Differential Equations

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-14T11:53:19.124437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e109e525-18b5-4121-852d-95c041b43846 · outbound

This paper cites Lyons, T.

Learning stochastic differential equations using RNN with log signature features Lyons, T

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:53:19.416151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 85e69b65-8880-4cf9-819d-92c55fddb1bd · outbound

This paper cites Lyons, H.

Learning stochastic differential equations using RNN with log signature features Lyons, H

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:53:19.405879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 320167a6-55ef-4fd0-8eb3-758c4f5fd276 · outbound

This paper cites an unresolved cited work.

Learning stochastic differential equations using RNN with log signature features Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-14T11:53:19.394621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation fd6e6b6d-b94b-4b34-859f-1647787ee219 · outbound

This paper cites an unresolved cited work.

Learning stochastic differential equations using RNN with log signature features Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-14T11:53:19.384933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b4b2c507-36f0-4d93-ac16-609eacc8f7d2 · outbound

This paper cites M ¨uller, R.

Learning stochastic differential equations using RNN with log signature features M ¨uller, R

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:53:19.374650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 554fed98-8e33-442b-ae6c-33499d12041f · outbound

This paper cites A multi-dimensional stream and its signature representation.

Learning stochastic differential equations using RNN with log signature features A multi-dimensional stream and its signature representation

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-08-14T11:53:19.221319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 70821a72-25f1-4939-b757-17830fc9b6ef · outbound

This paper cites Papavasiliou, C.

Learning stochastic differential equations using RNN with log signature features Papavasiliou, C

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:53:19.363289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation aa2a24a6-8b39-4597-b78f-1bbb64332788 · outbound

This paper cites The iisignature library: efficient calculation of iterated-integral signatures and log signatures.

Learning stochastic differential equations using RNN with log signature features The iisignature library: efficient calculation of iterated-integral signatures and log signatures

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-14T11:53:19.151860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36fdd3a6-75a9-473f-ba37-715544644ef1 · outbound

This paper cites Reutenauer.

Learning stochastic differential equations using RNN with log signature features Reutenauer

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:53:19.353054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 838b9bee-bcee-4ba3-a122-0a861c5eaf15 · outbound

This paper cites Shahroudy et al.

Learning stochastic differential equations using RNN with log signature features Shahroudy et al

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:53:19.341162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5bb43a80-7de6-4f16-bb03-a6811f24a551 · outbound

This paper cites an unresolved cited work.

Learning stochastic differential equations using RNN with log signature features Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-14T11:53:19.329030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 212598a1-9aa1-4e04-8e97-742f664830c3 · outbound

This paper cites Wang and L.

Learning stochastic differential equations using RNN with log signature features Wang and L

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:53:19.317583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation fa9de35b-ba6f-4dcc-8d94-64e8eaee39b5 · outbound

This paper cites an unresolved cited work.

Learning stochastic differential equations using RNN with log signature features Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-14T11:53:19.306024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation bff74c06-4bf2-4de2-9c6c-5e79dd2f9d9b · outbound

This paper cites Developing the Path Signature Methodology and its Application to Landmark-based Human Action Recognition.

Learning stochastic differential equations using RNN with log signature features Developing the Path Signature Methodology and its Application to Landmark-based Human Action Recognition

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-14T11:53:19.171514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a92fcb0a-7379-471f-a450-9421c6fd7360 · outbound

This paper cites an unresolved cited work.

Learning stochastic differential equations using RNN with log signature features Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-14T11:53:19.295588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Pith citing papers

Observation 25a99280-5bca-49e7-9e04-f8827a1c4b42 · inbound

Tropical time series, iterated-sums signatures and quasisymmetric functions cites this paper.

Tropical time series, iterated-sums signatures and quasisymmetric functions Learning stochastic differential equations using RNN with log signature features

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-05-24T14:24:34.505577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.