Pith. sign in

Paper Citation Record · LEDGER

Colorful Pinball: Density-Weighted Quantile Regression for Conditional Guarantee of Conformal Prediction

As of 10 August 2026, this Paper Citation Record lists 2 of 2 outbound references and 0 inbound Pith citation observations for arXiv:2512.24139.

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

pith.paper-citation-record.v1
2512.24139 v5

Coverage vector

measured 2 of 2 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-21T16:04:32.479275Z

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

2 of 2 outbound references displayed

  • verified exact0
  • verified fuzzy2
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5d2ba468-49a5-45a9-b4fa-55181c25ecde · outbound

This paper cites Standard arguments for quantile regression imply that the expected pinball risk satisfies the local quadratic growth condition Rpin(q)− R pin(q⋆)≥ bw 2 ∥q−q ⋆∥2 L2(PX ),∀q∈ G r.

Colorful Pinball: Density-Weighted Quantile Regression for Conditional Guarantee of Conformal Prediction Standard arguments for quantile regression imply that the expected pinball risk satisfies the local quadratic growth condition Rpin(q)− R pin(q⋆)≥ bw 2 ∥q−q ⋆∥2 L2(PX ),∀q∈ G r

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:05:20.131418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-21T16:04:32.479275Z digest=sha256:41d4e21359c09b8af3c122b325e4732cca66967a822915a05bb3f7e89eec342a

Observation 9f5296af-9cf1-4675-ace5-20896a6f15f5 · outbound

This paper cites Consequently, ρτ(q, S)−ρ τ(q⋆, S) ≤L ρ|q−q ⋆|.

Colorful Pinball: Density-Weighted Quantile Regression for Conditional Guarantee of Conformal Prediction Consequently, ρτ(q, S)−ρ τ(q⋆, S) ≤L ρ|q−q ⋆|

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T16:05:20.134016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-21T16:04:32.479275Z digest=sha256:5f619ea747bc9e8ac58dd595ebf84ef724343d8a484bb159b383902bef20286a

Pith citing papers

No inbound Pith citation observations are available.