Pith Number

pith:V3P2E55I

pith:2015:V3P2E55IAKCOGTXIZRUQTFRQXS

not attested not anchored not stored refs pending

Inference for Generalized Linear Models via Alternating Directions and Bethe Free Energy Minimization

Alyson K. Fletcher, Philip Schniter, Sundeep Rangan, Ulugbek Kamilov

arxiv:1501.01797 v2 · 2015-01-08 · cs.IT · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{V3P2E55IAKCOGTXIZRUQTFRQXS}

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	2026-05-18T01:15:58.879821Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aedfa277a80284e34ee8cc69099630bc9fa07ec680583bed449eae3191799e53

Aliases

arxiv: 1501.01797 · arxiv_version: 1501.01797v2 · doi: 10.48550/arxiv.1501.01797 · pith_short_12: V3P2E55IAKCO · pith_short_16: V3P2E55IAKCOGTXI · pith_short_8: V3P2E55I

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/V3P2E55IAKCOGTXIZRUQTFRQXS \
  | 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: aedfa277a80284e34ee8cc69099630bc9fa07ec680583bed449eae3191799e53

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "41ee17a0ac7ed2b3ba495f840d105745ecf2d1b304109f76f699121ec3797dd9",
    "cross_cats_sorted": [
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2015-01-08T11:08:13Z",
    "title_canon_sha256": "d18b2f23c258dd5f6716392dbb59f6adeb7f21e06bcc65e12001f17eaa100dab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1501.01797",
    "kind": "arxiv",
    "version": 2
  }
}