Pith Number

pith:EUH6XPOC

pith:2018:EUH6XPOCAIGKFMMJNWUXES5ATP

not attested not anchored not stored refs pending

Trainability and Accuracy of Neural Networks: An Interacting Particle System Approach

Eric Vanden-Eijnden, Grant M. Rotskoff

arxiv:1805.00915 v3 · 2018-05-02 · stat.ML · cond-mat.stat-mech · cs.LG

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\usepackage{pith}
\pithnumber{EUH6XPOCAIGKFMMJNWUXES5ATP}

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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

9 papers in Pith

A Theory on Flow Matching with Neural Networks

Geometric Dyson Brownian Motions and the Free Log-Normal Limit for a Non-Square Gaussian Matrix Product

Robust and Resource Efficient Identification of Two Hidden Layer Neural Networks

Mean-field limit of particle systems with absorption

Mirror Descent-Ascent for mean-field min-max problems

Receipt and verification

First computed	2026-07-05T05:39:09.467608Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

250febbdc2020ca2b1896da9724ba09bd45b8d4deddbb5b688e8c17fabe7fa5f

Aliases

arxiv: 1805.00915 · arxiv_version: 1805.00915v3 · doi: 10.48550/arxiv.1805.00915 · pith_short_12: EUH6XPOCAIGK · pith_short_16: EUH6XPOCAIGKFMMJ · pith_short_8: EUH6XPOC

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/EUH6XPOCAIGKFMMJNWUXES5ATP \
  | 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: 250febbdc2020ca2b1896da9724ba09bd45b8d4deddbb5b688e8c17fabe7fa5f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "13584fc06940f7fef3b9f6295b73866e10ddee177f9bf264e30f135ccf9d2a4b",
    "cross_cats_sorted": [
      "cond-mat.stat-mech",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-05-02T17:23:42Z",
    "title_canon_sha256": "9e9d030775c099d5011a7c3d594b17efc8c25019067f507b66c1cdbc010b4229"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1805.00915",
    "kind": "arxiv",
    "version": 3
  }
}