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Paper Citation Record · LEDGER

Learning to Forget: Bayesian Time Series Forecasting using Recurrent Sparse Spectrum Signature Gaussian Processes

As of 11 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 1 inbound Pith citation observation for arXiv:2412.19727.

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

pith.paper-citation-record.v1
2412.19727 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T00:08:57.765544Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:55:05.589488Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T20:55:05.651167Z

Reference resolution

14 of 14 outbound references displayed

  • verified exact0
  • verified fuzzy3
  • unresolved10
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e537e2bf-dc8d-475b-9201-5bf9955fccd3 · outbound

This paper cites an unresolved cited work.

Learning to Forget: Bayesian Time Series Forecasting using Recurrent Sparse Spectrum Signature Gaussian Processes Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:08:58.137030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T00:08:57.702611Z digest=sha256:d2b5c649a7f5b7d70bae23193a5fc5c301e5e130f8273043e1890a00b2f4208f

Observation 2be2b1ad-2803-47a6-a6c2-b2c8bc2e2ad7 · outbound

This paper cites an unresolved cited work.

Learning to Forget: Bayesian Time Series Forecasting using Recurrent Sparse Spectrum Signature Gaussian Processes Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:08:58.119500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T00:08:57.707637Z digest=sha256:58158dbf06d129685faa5f2f590aea89f1f5a302adbed9ea1f93ed489ae18f6f

Observation 3541f221-352a-4f1e-904b-d778b0907685 · outbound

This paper cites an unresolved cited work.

Learning to Forget: Bayesian Time Series Forecasting using Recurrent Sparse Spectrum Signature Gaussian Processes Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:08:58.103576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T00:08:57.712875Z digest=sha256:ca75ad75f67659ebce0d52e6db227f964c4738847b68a24a4dd9c6a1ce92c502

Observation c2e28455-738f-4329-ae3b-b41f45ca59b7 · outbound

This paper cites an unresolved cited work.

Learning to Forget: Bayesian Time Series Forecasting using Recurrent Sparse Spectrum Signature Gaussian Processes Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:08:58.083366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T00:08:57.718489Z digest=sha256:6fadb5abc92ddd17bfa2dbb4eab71447b22c673f14a41195cf5f11bdd036d1e9

Observation 6e1940bc-2791-405e-8993-8bb5e8dcdd7f · outbound

This paper cites an unresolved cited work.

Learning to Forget: Bayesian Time Series Forecasting using Recurrent Sparse Spectrum Signature Gaussian Processes Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:08:58.063739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T00:08:57.724149Z digest=sha256:d2314b38acff36025f0a8040cf9a471d41b432ed667a87582c5e46f823706070

Observation 5a9a1bfe-4dbe-48a8-bab6-d5ba40cb92cb · outbound

This paper cites an unresolved cited work.

Learning to Forget: Bayesian Time Series Forecasting using Recurrent Sparse Spectrum Signature Gaussian Processes Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:08:58.046910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T00:08:57.729965Z digest=sha256:73a2d6e789010f51bdc311654d0ed4ecba002d824e332aecad5fc32aeb3748cf

Observation f0042aac-4aa0-4d1d-bfee-75a4e0e67eee · outbound

This paper cites an unresolved cited work.

Learning to Forget: Bayesian Time Series Forecasting using Recurrent Sparse Spectrum Signature Gaussian Processes Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:08:58.028655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T00:08:57.734679Z digest=sha256:801464db9d45a58360636daaffdbfe518ad26870ebcca0c506dc98928e1d728b

Observation 1cf16562-acbc-4ee3-88e1-ec75703dac11 · outbound

This paper cites B.2 Assets We used the following assets for the implementation.

Learning to Forget: Bayesian Time Series Forecasting using Recurrent Sparse Spectrum Signature Gaussian Processes B.2 Assets We used the following assets for the implementation

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:08:58.007165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T00:08:57.739660Z digest=sha256:452a74f5643d5df2547155dca4edc4caa43d812a2db7bb639b67bb0e467171f0

Observation b51501f6-d60e-4130-aff4-58a29987accc · outbound

This paper cites an unresolved cited work.

Learning to Forget: Bayesian Time Series Forecasting using Recurrent Sparse Spectrum Signature Gaussian Processes Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:08:57.986642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T00:08:57.744277Z digest=sha256:b78714f7a964f7cbe028c1245a3de870bf5e719e812ff376285e3538cc1bcecd

Observation 41956a02-8604-4df7-ac57-d7d0ceb24591 · outbound

This paper cites an unresolved cited work.

Learning to Forget: Bayesian Time Series Forecasting using Recurrent Sparse Spectrum Signature Gaussian Processes Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:08:57.968994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T00:08:57.749318Z digest=sha256:12ab05a11c1a4f511ffe8b4ec632a30574b9efd2e45c12c669d166870af97f65

Observation fa1a6594-9c44-473c-9054-4d43d4c4a3a8 · outbound

This paper cites an unresolved cited work.

Learning to Forget: Bayesian Time Series Forecasting using Recurrent Sparse Spectrum Signature Gaussian Processes Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:08:57.944209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T00:08:57.754557Z digest=sha256:0b35d04e90c2043966bbe879921714855af39ff956455eb4ad4c5eeee823dbef

Observation 2bf912f1-4ffa-4071-8be2-9e5230867213 · outbound

This paper cites For the dataset, the authors allow us to use for academic publication purpose if we cite their original papers.

Learning to Forget: Bayesian Time Series Forecasting using Recurrent Sparse Spectrum Signature Gaussian Processes For the dataset, the authors allow us to use for academic publication purpose if we cite their original papers

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:08:57.924749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T00:08:57.759432Z digest=sha256:c4d6ad58ad38a4b129d287278610e2ce1c42907f54f6128878f0ea606f221bf1

Observation e0217b4c-5aad-4128-93d0-98fd48cd67a0 · outbound

This paper cites Autoregressive Kernels For Time Series.

Learning to Forget: Bayesian Time Series Forecasting using Recurrent Sparse Spectrum Signature Gaussian Processes Autoregressive Kernels For Time Series

Reference 818

Resolution
malformed identifier
no resolver link, observed 2026-08-11T00:08:57.695370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:08:57.695370Z digest=sha256:55f261340542e6496d9f88d4c7facf2a5690b3efd13c0119bd57055ee582fa42

Observation 04a768a8-97bf-451a-b4a5-099e3f55fb17 · outbound

This paper cites • ETS (Hyndman, 2018) is another forecasting technique that leverages exponential smoothing to account for trend, seasonality, and error components within the time series data.

Learning to Forget: Bayesian Time Series Forecasting using Recurrent Sparse Spectrum Signature Gaussian Processes • ETS (Hyndman, 2018) is another forecasting technique that leverages exponential smoothing to account for trend, seasonality, and error components within the time series data

Reference 2008

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:08:57.872979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T00:08:57.765544Z digest=sha256:b394fd3dac5c39d3ab7259fd964538018f8d2005ae98a70863989eb6e3826597

Pith citing papers

Observation cba08e41-e77a-412d-a39a-143c752ca324 · inbound

A User's Guide to $\texttt{KSig}$: GPU-Accelerated Computation of the Signature Kernel cites this paper.

A User's Guide to $\texttt{KSig}$: GPU-Accelerated Computation of the Signature Kernel Learning to Forget: Bayesian Time Series Forecasting using Recurrent Sparse Spectrum Signature Gaussian Processes

Reference 36

Resolution
metadata mismatch
local_arxiv, observed 2026-08-10T20:55:05.658889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T20:55:05.589488Z digest=sha256:88bd4b78a55a02cefa9293a4902813dd3cf5995f76bfeb239fa9be8713180926