Pith Number

pith:TD5CP6BS

pith:2024:TD5CP6BS5KO442R2ZWW7H5PENL

not attested not anchored not stored refs pending

Scalable Signature-Based Distribution Regression via Reference Sets

Andrew Alden, Blanka Horvath, Carmine Ventre

arxiv:2410.09196 v1 · 2024-10-11 · cs.LG · q-fin.MF · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TD5CP6BS5KO442R2ZWW7H5PENL}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-07-05T09:19:35.319738Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

98fa27f832ea9dce6a3acdadf3f5e46ac67d14dea8e5c904d0674ad819152cec

Aliases

arxiv: 2410.09196 · arxiv_version: 2410.09196v1 · doi: 10.48550/arxiv.2410.09196 · pith_short_12: TD5CP6BS5KO4 · pith_short_16: TD5CP6BS5KO442R2 · pith_short_8: TD5CP6BS

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/TD5CP6BS5KO442R2ZWW7H5PENL \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 98fa27f832ea9dce6a3acdadf3f5e46ac67d14dea8e5c904d0674ad819152cec

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eb5c897e6a0fe9ecf4c3ac6a2243b6f5fdc7076e9d518dafecc2bd96bc44b2e8",
    "cross_cats_sorted": [
      "q-fin.MF",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-11T18:58:28Z",
    "title_canon_sha256": "319674027e2b598dd359c0b3f85e4d88d17afa6347cfcb20e878162e3a66f5c6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.09196",
    "kind": "arxiv",
    "version": 1
  }
}