Pith Number

pith:WUNMY7RV

pith:2014:WUNMY7RVZBRA6HSYDDIBEO5HVV

not attested not anchored not stored refs pending

Provable Methods for Training Neural Networks with Sparse Connectivity

Anima Anandkumar, Hanie Sedghi

arxiv:1412.2693 v4 · 2014-12-08 · cs.LG · cs.NE · 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{WUNMY7RVZBRA6HSYDDIBEO5HVV}

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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.

Cited by

1 paper in Pith

Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models

Receipt and verification

First computed	2026-05-18T02:17:42.716502Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b51acc7e35c8620f1e5818d0123ba7ad615b30cadefb7b162649e00116c038a0

Aliases

arxiv: 1412.2693 · arxiv_version: 1412.2693v4 · doi: 10.48550/arxiv.1412.2693 · pith_short_12: WUNMY7RVZBRA · pith_short_16: WUNMY7RVZBRA6HSY · pith_short_8: WUNMY7RV

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/WUNMY7RVZBRA6HSYDDIBEO5HVV \
  | 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: b51acc7e35c8620f1e5818d0123ba7ad615b30cadefb7b162649e00116c038a0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6c7c29d0c178dddd9262fe105a754531d82da202d8aa728abd0f88f78f458092",
    "cross_cats_sorted": [
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2014-12-08T18:45:22Z",
    "title_canon_sha256": "2f6d16b06cdca23f35dbb1a2a2000cbb765a533046c4272b285736d4747366d1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1412.2693",
    "kind": "arxiv",
    "version": 4
  }
}