Pith Number

pith:U3RKLUWU

pith:2020:U3RKLUWUDR7B7KYVEYVOSXCYNL

not attested not anchored not stored refs pending

Stochasticity in Neural ODEs: An Empirical Study

Alexandra Volokhova, Dmitry Vetrov, Viktor Oganesyan

arxiv:2002.09779 v2 · 2020-02-22 · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{U3RKLUWUDR7B7KYVEYVOSXCYNL}

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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

Modeling Neural Networks with Privacy Using Neural Stochastic Differential Equations

Receipt and verification

First computed	2026-07-05T01:13:43.545824Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a6e2a5d2d41c7e1fab15262ae95c586ae34ebf502846f2362df7015faef1154d

Aliases

arxiv: 2002.09779 · arxiv_version: 2002.09779v2 · doi: 10.48550/arxiv.2002.09779 · pith_short_12: U3RKLUWUDR7B · pith_short_16: U3RKLUWUDR7B7KYV · pith_short_8: U3RKLUWU

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/U3RKLUWUDR7B7KYVEYVOSXCYNL \
  | 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: a6e2a5d2d41c7e1fab15262ae95c586ae34ebf502846f2362df7015faef1154d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "153908d095861b6ae33b936bad357590dd9877c4148c0637a940976e50110e50",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-02-22T22:12:56Z",
    "title_canon_sha256": "2f92c8207a80e491503f9e2b35711f86c1b311e17af6e097283d6c98165682b3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.09779",
    "kind": "arxiv",
    "version": 2
  }
}