Pith Number

pith:MT7S7MYB

pith:2023:MT7S7MYBDKX7KA7SP3Q26PYBDT

not attested not anchored not stored refs pending

A mean-field games laboratory for generative modeling

Benjamin J. Zhang, Markos A. Katsoulakis

arxiv:2304.13534 v5 · 2023-04-26 · stat.ML · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MT7S7MYBDKX7KA7SP3Q26PYBDT}

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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

6 papers in Pith

A Stabilized Path-Space Approach to Diffusion-Based Posterior Sampling

Implicit Neural Optimal Transport via Fixed-Point Optimization

Robustness and Structure Preservation in Flow-Based Generative Models via Wasserstein Path-Space Divergences

Implicit Neural Optimal Transport via Fixed-Point Optimization

Learning Generative Dynamics with Soft Law Constraints: A McKean-Vlasov FBSDE Approach

Receipt and verification

First computed	2026-07-05T07:04:14.801354Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

64ff2fb3011aaff503f27ee1af3f011cc8ed3145eed227e12475e9f54f2b09e5

Aliases

arxiv: 2304.13534 · arxiv_version: 2304.13534v5 · doi: 10.48550/arxiv.2304.13534 · pith_short_12: MT7S7MYBDKX7 · pith_short_16: MT7S7MYBDKX7KA7S · pith_short_8: MT7S7MYB

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/MT7S7MYBDKX7KA7SP3Q26PYBDT \
  | 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: 64ff2fb3011aaff503f27ee1af3f011cc8ed3145eed227e12475e9f54f2b09e5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3370a04a9dfb2e31f755c73f137c7ab5829aad25f7b61d5c492a3252ff4860c6",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-04-26T13:08:50Z",
    "title_canon_sha256": "2afe469e086dc36b097299c7ed22718566396a903eb688b52c5406be3b031935"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.13534",
    "kind": "arxiv",
    "version": 5
  }
}