Pith Number

pith:GWJNEJXB

pith:2018:GWJNEJXB5YDIS2IHO3ZZWAMMJC

not attested not anchored not stored refs pending

Monte Carlo Information Geometry: The dually flat case

Frank Nielsen, Ga\"etan Hadjeres

arxiv:1803.07225 v1 · 2018-03-20 · cs.LG · 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{GWJNEJXB5YDIS2IHO3ZZWAMMJC}

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

1 paper in Pith

Optimal Representations for Generalized Contrastive Learning with Imbalanced Datasets

Receipt and verification

First computed	2026-05-18T00:20:33.926738Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3592d226e1ee0689690776f39b018c488ba1e6d1a98d7eee78cdae6cdc7ec7ca

Aliases

arxiv: 1803.07225 · arxiv_version: 1803.07225v1 · doi: 10.48550/arxiv.1803.07225 · pith_short_12: GWJNEJXB5YDI · pith_short_16: GWJNEJXB5YDIS2IH · pith_short_8: GWJNEJXB

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/GWJNEJXB5YDIS2IHO3ZZWAMMJC \
  | 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: 3592d226e1ee0689690776f39b018c488ba1e6d1a98d7eee78cdae6cdc7ec7ca

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1c8682f1fb6ef5af27b0557d9bad0e09cc82d2a14dcd6c99188f673babb409be",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-03-20T02:39:37Z",
    "title_canon_sha256": "7c2f2af724153b8b9f0ddedbc0dda60d2b967b81edd50c3d184de6fe95659fcc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1803.07225",
    "kind": "arxiv",
    "version": 1
  }
}