Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-09T12:28:55.209629Z
Paper Citation Record · LEDGER
Privacy Amplification by Structured Subsampling for Deep Differentially Private Time Series Forecasting
As of 22 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 1 inbound Pith citation observation for arXiv:2502.02410.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-22T09:10:05.320094Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-22T09:11:21.077299Z
Reference resolution
20 of 20 outbound references displayed
- verified exact0
- verified fuzzy4
- unresolved16
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 61a50dc5-d4cd-45f5-981e-11ccf1776527 · outbound
This paper cites an unresolved cited work.
Privacy Amplification by Structured Subsampling for Deep Differentially Private Time Series Forecasting Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T12:28:55.458206Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 91613e6b-43e8-4494-8505-33bef2934c48 · outbound
This paper cites an unresolved cited work.
Privacy Amplification by Structured Subsampling for Deep Differentially Private Time Series Forecasting Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T12:28:55.432243Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 51fd1c36-9af3-4b01-b325-5f2827dfbc50 · outbound
This paper cites an unresolved cited work.
Privacy Amplification by Structured Subsampling for Deep Differentially Private Time Series Forecasting Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T12:28:55.420252Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation dd8c2c09-0653-4609-b5da-ef3386177475 · outbound
This paper cites connect-the-dots.
Privacy Amplification by Structured Subsampling for Deep Differentially Private Time Series Forecasting connect-the-dots
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T12:28:55.407597Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 922b06dc-1e6c-47ad-a77e-01e8524481ac · outbound
This paper cites an unresolved cited work.
Privacy Amplification by Structured Subsampling for Deep Differentially Private Time Series Forecasting Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T12:28:55.469119Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation cd9c00c3-5ec1-4aba-a066-7a5ef1c65ea6 · outbound
This paper cites an unresolved cited work.
Privacy Amplification by Structured Subsampling for Deep Differentially Private Time Series Forecasting Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T12:28:55.396299Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 7133b459-cd20-496f-ba46-d0509e0fa62d · outbound
This paper cites an unresolved cited work.
Privacy Amplification by Structured Subsampling for Deep Differentially Private Time Series Forecasting Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T12:28:55.446076Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 3c79fd98-e2c4-4369-9c92-c9e99e3f6872 · outbound
This paper cites an unresolved cited work.
Privacy Amplification by Structured Subsampling for Deep Differentially Private Time Series Forecasting Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T12:28:55.385266Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 39ece967-29ab-4cf5-8d28-ecbb46e2ef46 · outbound
This paper cites The first two steps are identical to the pervious section, since they do not depend on the distribution of the bottom-level subsampling procedure (see Appendices E.1.1 and E.1.2).
Privacy Amplification by Structured Subsampling for Deep Differentially Private Time Series Forecasting The first two steps are identical to the pervious section, since they do not depend on the distribution of the bottom-level subsampling procedure (see Appendices E.1.1 and E.1.2)
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T12:28:55.372807Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 762cff4a-7903-4cdb-8d3b-33c754dc8699 · outbound
This paper cites an unresolved cited work.
Privacy Amplification by Structured Subsampling for Deep Differentially Private Time Series Forecasting Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T12:28:55.360261Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 1784dadf-1e68-4107-ab6e-5273508e6df5 · outbound
This paper cites an unresolved cited work.
Privacy Amplification by Structured Subsampling for Deep Differentially Private Time Series Forecasting Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T12:28:55.348999Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 902eb597-1b89-4b10-b588-6a75b15cf359 · outbound
This paper cites an unresolved cited work.
Privacy Amplification by Structured Subsampling for Deep Differentially Private Time Series Forecasting Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T12:28:55.336578Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b9a1dce4-2317-4849-8daf-0634718dd262 · outbound
This paper cites an unresolved cited work.
Privacy Amplification by Structured Subsampling for Deep Differentially Private Time Series Forecasting Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T12:28:55.324958Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 3505f851-7f8b-4073-81b5-7b911750ff61 · outbound
This paper cites connect-the-dots.
Privacy Amplification by Structured Subsampling for Deep Differentially Private Time Series Forecasting connect-the-dots
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T12:28:55.312388Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 3af1e6a6-35fe-4ec9-abcf-efbb974a7be7 · outbound
This paper cites an unresolved cited work.
Privacy Amplification by Structured Subsampling for Deep Differentially Private Time Series Forecasting Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T12:28:55.300462Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 335cae23-c856-4394-b90c-28ef1d458166 · outbound
This paper cites an unresolved cited work.
Privacy Amplification by Structured Subsampling for Deep Differentially Private Time Series Forecasting Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T12:28:55.288672Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 0e1e8b0e-426d-484b-99a2-1ed1ee30d1a2 · outbound
This paper cites an unresolved cited work.
Privacy Amplification by Structured Subsampling for Deep Differentially Private Time Series Forecasting Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T12:28:55.275435Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation bcc397c7-765e-4524-85b7-b558a97609ac · outbound
This paper cites an unresolved cited work.
Privacy Amplification by Structured Subsampling for Deep Differentially Private Time Series Forecasting Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T12:28:55.261123Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 8eb927d6-982f-432a-bfc1-eaa789a6e4d9 · outbound
This paper cites Opacus: User-Friendly Differential Privacy Library in PyTorch.
Privacy Amplification by Structured Subsampling for Deep Differentially Private Time Series Forecasting Opacus: User-Friendly Differential Privacy Library in PyTorch
Reference 2009
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T12:28:55.135176Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 26d6f33e-e8ad-4707-bf8f-a5a2e7f82361 · outbound
This paper cites Group Privacy.
Privacy Amplification by Structured Subsampling for Deep Differentially Private Time Series Forecasting Group Privacy
Reference 2021
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T12:28:55.480941Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Pith citing papers
Observation d0bee05f-72ab-4f38-a965-9b3e9e517c6c · inbound
Provable Robustness against Backdoor Attacks via the Primal-Dual Perspective on Differential Privacy cites this paper.
Provable Robustness against Backdoor Attacks via the Primal-Dual Perspective on Differential Privacy Privacy Amplification by Structured Subsampling for Deep Differentially Private Time Series Forecasting
Reference 63
- Resolution
- verified exact
- arxiv_id, observed 2026-05-22T09:11:21.079496Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.