Pith Number

pith:OQMZD433

pith:2025:OQMZD433GAN22ZPR5TEVU3HNW7

not attested not anchored not stored refs pending

AERO: A Redirection-Based Optimization Framework Inspired by Judo for Robust Probabilistic Forecasting

Karthikeyan Vaiapury

arxiv:2506.02415 v1 · 2025-06-03 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OQMZD433GAN22ZPR5TEVU3HNW7}

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	2026-07-05T11:14:38.397621Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

741991f37b301bad65f1ecc95a6cedb7f80cd8b06f2f546f8baa5dc9b9630156

Aliases

arxiv: 2506.02415 · arxiv_version: 2506.02415v1 · doi: 10.48550/arxiv.2506.02415 · pith_short_12: OQMZD433GAN2 · pith_short_16: OQMZD433GAN22ZPR · pith_short_8: OQMZD433

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/OQMZD433GAN22ZPR5TEVU3HNW7 \
  | 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: 741991f37b301bad65f1ecc95a6cedb7f80cd8b06f2f546f8baa5dc9b9630156

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "71ffccc621a3728d9cb767cc7b2c32ef08126a64d10b4fe63255f3d01051403a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-03T04:02:20Z",
    "title_canon_sha256": "9bc939a4004de377fc3dd2f975fc3c7ab987987404a0ebe2bf356b52327e9f64"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.02415",
    "kind": "arxiv",
    "version": 1
  }
}