Paper Citation Record · LEDGER

Feature Fitted Online Conformal Prediction for Deep Time Series Forecasting Model

As of 19 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2505.08158.

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

pith.paper-citation-record.v1
2505.08158 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:10:07.948886Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

19 of 19 outbound references displayed

verified exact1
verified fuzzy8
unresolved8
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ee4093a2-3f4f-45f6-8a87-7966751ecb6f · outbound

This paper cites The authors argue that this indicator function is excessively non-smooth and propose replacing it with a sigmoid function.

Feature Fitted Online Conformal Prediction for Deep Time Series Forecasting Model The authors argue that this indicator function is excessively non-smooth and propose replacing it with a sigmoid function

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:10:08.304054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 322a0015-cb79-4fab-a94e-25a8e8855815 · outbound

This paper cites Softs: Efficient multivariate time series forecasting with series-core fusion.

Feature Fitted Online Conformal Prediction for Deep Time Series Forecasting Model Softs: Efficient multivariate time series forecasting with series-core fusion

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:10:08.389373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 471b0952-12f5-4f53-be8c-e53f8022bd0c · outbound

This paper cites Bellman Conformal Inference: Calibrating Prediction Intervals For Time Series.

Feature Fitted Online Conformal Prediction for Deep Time Series Forecasting Model Bellman Conformal Inference: Calibrating Prediction Intervals For Time Series

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T22:10:07.896705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 232facba-2e71-4906-9269-8b2b83b0a7da · outbound

This paper cites A survey of time series founda- tion models: Generalizing time series representation with large language mode.

Feature Fitted Online Conformal Prediction for Deep Time Series Forecasting Model A survey of time series founda- tion models: Generalizing time series representation with large language mode

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T22:10:07.901874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adc6277f-1763-4844-936b-b5fde689d219 · outbound

This paper cites The Benefit of Being Bayesian in Online Conformal Prediction.

Feature Fitted Online Conformal Prediction for Deep Time Series Forecasting Model The Benefit of Being Bayesian in Online Conformal Prediction

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-15T22:10:07.987624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 029dc3a5-2031-43ae-aa0b-0d44bb37c49f · outbound

This paper cites an unresolved cited work.

Feature Fitted Online Conformal Prediction for Deep Time Series Forecasting Model Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-15T22:10:08.377723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation caa542a9-b8ce-44c2-b798-670fe6d8b19d · outbound

This paper cites The learning rate was 0.001.

Feature Fitted Online Conformal Prediction for Deep Time Series Forecasting Model The learning rate was 0.001

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:10:08.321984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9537aba3-0b0a-48d0-affe-fa360de11a71 · outbound

This paper cites It can be concluded from this table that the performance of our method is generally stable with different hidden sizes.

Feature Fitted Online Conformal Prediction for Deep Time Series Forecasting Model It can be concluded from this table that the performance of our method is generally stable with different hidden sizes

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:10:08.273259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b26c450a-7404-4942-a1dd-9ddc7d7aa805 · outbound

This paper cites This pattern is consistent with experiments in Lin et al.

Feature Fitted Online Conformal Prediction for Deep Time Series Forecasting Model This pattern is consistent with experiments in Lin et al

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:10:08.259559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c8f445cc-96e0-4bac-9602-72d00895419f · outbound

This paper cites We can observe that directly using quantile regression makes it difficult to guarantee coverage.

Feature Fitted Online Conformal Prediction for Deep Time Series Forecasting Model We can observe that directly using quantile regression makes it difficult to guarantee coverage

Reference 19

Resolution: malformed identifier; raw_fallback, observed 2026-08-15T22:10:08.245034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bab9b8c2-ef8d-4da8-87ef-69d9a048859b · outbound

This paper cites an unresolved cited work.

Feature Fitted Online Conformal Prediction for Deep Time Series Forecasting Model Unresolved cited work

Reference 23

Resolution: malformed identifier; raw_fallback, observed 2026-08-15T22:10:08.287126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 655c1e2e-b636-4da6-bfb9-68787d484145 · outbound

This paper cites • Solar: Solar power production data from 137 photovoltaic plants in 2006 was collected every 10 minutes.

Feature Fitted Online Conformal Prediction for Deep Time Series Forecasting Model • Solar: Solar power production data from 137 photovoltaic plants in 2006 was collected every 10 minutes

Reference 2016

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:10:08.353849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 61277ba1-9bb1-4a64-bd00-c5aafcd82284 · outbound

This paper cites Kernel-based optimally weighted conformal prediction intervals.arXiv preprint arXiv:2405.16828,.

Feature Fitted Online Conformal Prediction for Deep Time Series Forecasting Model Kernel-based optimally weighted conformal prediction intervals.arXiv preprint arXiv:2405.16828,

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-15T22:10:07.755443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca489e4f-0bc2-4d63-a3d5-0cc9e729de7d · outbound

This paper cites • PEMS: Public traffic network data from California was sampled in 5-minute windows.

Feature Fitted Online Conformal Prediction for Deep Time Series Forecasting Model • PEMS: Public traffic network data from California was sampled in 5-minute windows

Reference 2018

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:10:08.342521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 770814c3-dc14-43ff-87f4-3125909ba210 · outbound

This paper cites an unresolved cited work.

Feature Fitted Online Conformal Prediction for Deep Time Series Forecasting Model Unresolved cited work

Reference 2020

Resolution: unresolved; raw_fallback, observed 2026-08-15T22:10:08.365726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e2ee5c5b-6ec3-4b88-9ef3-007a3d8e2a68 · outbound

This paper cites Copula Conformal Prediction for Multi-step Time Series Forecasting.

Feature Fitted Online Conformal Prediction for Deep Time Series Forecasting Model Copula Conformal Prediction for Multi-step Time Series Forecasting

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-15T22:10:07.887422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d24cdc9-a23a-4ed9-950b-71ca53f9f2bc · outbound

This paper cites Conformal Predictions for Longitudinal Data.

Feature Fitted Online Conformal Prediction for Deep Time Series Forecasting Model Conformal Predictions for Longitudinal Data

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-15T22:10:07.739365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63737068-c675-43f4-bc66-6133642f649b · outbound

This paper cites TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis.

Feature Fitted Online Conformal Prediction for Deep Time Series Forecasting Model TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-15T22:10:07.891818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c34804d-a56f-4cb7-89ed-e58f3a3b589a · outbound

This paper cites Weather4cast at neurips 2022: Super-resolution rain movie prediction under spatio-temporal shifts.

Feature Fitted Online Conformal Prediction for Deep Time Series Forecasting Model Weather4cast at neurips 2022: Super-resolution rain movie prediction under spatio-temporal shifts

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:10:08.399585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

No inbound Pith citation observations are available.