Pith Number

pith:US74M5CD

pith:2015:US74M5CD5LK4NHKPIAPEGUWYWU

not attested not anchored not stored refs pending

All you need is a good init

Dmytro Mishkin, Jiri Matas

arxiv:1511.06422 v7 · 2015-11-19 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{US74M5CD5LK4NHKPIAPEGUWYWU}

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.

Cited by

6 papers in Pith

Learning World Graphs to Accelerate Hierarchical Reinforcement Learning

Margin-Adaptive Confidence Ranking for Reliable LLM Judgement

Communication Dynamics Neural Networks: FFT-Diagonalized Layers for Improved Hessian Conditioning at Reduced Parameter Count

XPERT: Expert Knowledge Transfer for Effective Training of Language Models

Learning the Weather-Grid Nexus via Weather-to-Voltage (W2V) Predictive Modeling

Receipt and verification

First computed	2026-05-18T01:20:18.841408Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a4bfc67443ead5c69d4f401e4352d8b5140ab677c39f3e3ca533c1ec3d0d314d

Aliases

arxiv: 1511.06422 · arxiv_version: 1511.06422v7 · doi: 10.48550/arxiv.1511.06422 · pith_short_12: US74M5CD5LK4 · pith_short_16: US74M5CD5LK4NHKP · pith_short_8: US74M5CD

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/US74M5CD5LK4NHKPIAPEGUWYWU \
  | 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: a4bfc67443ead5c69d4f401e4352d8b5140ab677c39f3e3ca533c1ec3d0d314d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c36d07f73634413e5d27fe1018103d991d86ad075a2ca1cbac5a84b63f39449c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2015-11-19T22:19:15Z",
    "title_canon_sha256": "90df91ccfb506b45063fc6fb208289e80e2fb8cc03b6e6cc6503163f4a6c300d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1511.06422",
    "kind": "arxiv",
    "version": 7
  }
}