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Paper Citation Record · LEDGER

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

As of 12 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 2026-08-12T06:34:41.77262+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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T00:08:57.702611Z digest=sha256:a54d1a8478caa4002925afaeae00bf3a6e91a66375ee2273757bac6bae53e2d6

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T00:08:57.707637Z digest=sha256:5baed99f8bd8844e29fc66f06ca0f184b60dd6f21372b7f28b18ed156b3ec2e0

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T00:08:57.712875Z digest=sha256:b554643c370566f880f106fab14abb5cb6e84b5786dd2dece0a31691465600ae

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T00:08:57.718489Z digest=sha256:9727fb04a74399ade9e872b3a9de54a9b6d440b800627b00ef84214125f3d1fa

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T00:08:57.724149Z digest=sha256:25a3d45a42cdd7a73f5fc7327bce87cc9b9ecb9535af4824299e53465ea69609

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T00:08:57.729965Z digest=sha256:8a1f73baf2e4413e52b13e9c9114d673a35f9323272b0e4bf125d4ff7da417a3

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T00:08:57.734679Z digest=sha256:0db127a944e05104a9ab29e4378031044099db3560a63e9b95e261fbdaa01030

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T00:08:57.739660Z digest=sha256:97d6761deeec294581842778d963b9d92544cd00c7342d02d5a4dadbb4f714e6

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T00:08:57.744277Z digest=sha256:f76e71ccb4896b691658adbb6d3f19dd83d84542cb81e5c9e8fc04b7c457215f

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T00:08:57.749318Z digest=sha256:ff1b48c822da7885e4b34b99791740cc530f2481822c47a9f49cc366f384d87b

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T00:08:57.754557Z digest=sha256:ac4d33ca04d9f882aa3f9be4245bd65d58ab4758c462730f0506ec5f4e3f2bf4

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T00:08:57.759432Z digest=sha256:7d6b920bf7e429e35cabb84d893fdfd03e0aac34a1d3a41ec5732bb7dff62059

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T00:08:57.765544Z digest=sha256:e4198dbf7623310b6c898588629153f7fa4d958332dfe0dfa0da5f6b95e15067

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T20:55:05.589488Z digest=sha256:bf8bc0ff3aa6cf40af5977eb45356e1060486fe20e5766fa34f5e20cfd2122a8