Pith Number

pith:XYYU3HHN

pith:2024:XYYU3HHNKP5WSXZLL5BCQ2XNWT

not attested not anchored not stored refs pending

Learning Networks from Wide-Sense Stationary Stochastic Processes

Anirudh Rayas, Deepjyoti Deka, Gautam Dasarathy, Jiajun Cheng, Rajasekhar Anguluri

arxiv:2412.03768 v2 · 2024-12-04 · stat.ML · cs.LG · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XYYU3HHNKP5WSXZLL5BCQ2XNWT}

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	2026-07-05T11:28:12.666014Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

be314d9ced53fb695f2b5f42286aedb4e8b88b98aae3697e1cf8962d962437f1

Aliases

arxiv: 2412.03768 · arxiv_version: 2412.03768v2 · doi: 10.48550/arxiv.2412.03768 · pith_short_12: XYYU3HHNKP5W · pith_short_16: XYYU3HHNKP5WSXZL · pith_short_8: XYYU3HHN

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/XYYU3HHNKP5WSXZLL5BCQ2XNWT \
  | 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: be314d9ced53fb695f2b5f42286aedb4e8b88b98aae3697e1cf8962d962437f1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "90bf19ce93ac4ad6b170dcaf307d6cf5ee152fd6d87ba021cd5e87032bb7ed09",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.SP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-12-04T23:14:00Z",
    "title_canon_sha256": "354321b6d3bc4c620802441c0c005749776ce7c0143602aebdaafa644f9a1a17"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.03768",
    "kind": "arxiv",
    "version": 2
  }
}