Pith Number

pith:ZVDVUWEW

pith:2023:ZVDVUWEWQ2V2AIQXKZW63L35AY

not attested not anchored not stored refs pending

On the Generalization and Approximation Capacities of Neural Controlled Differential Equations

Agathe Guilloux, Linus Bleistein

arxiv:2305.16791 v4 · 2023-05-26 · stat.ML · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZVDVUWEWQ2V2AIQXKZW63L35AY}

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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

Upper Generalization Bounds for Neural Oscillators

Receipt and verification

First computed	2026-07-05T08:38:51.968850Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cd475a589686aba02217566dedaf7d06360cac9c3caa24312f2cc4747f42b134

Aliases

arxiv: 2305.16791 · arxiv_version: 2305.16791v4 · doi: 10.48550/arxiv.2305.16791 · pith_short_12: ZVDVUWEWQ2V2 · pith_short_16: ZVDVUWEWQ2V2AIQX · pith_short_8: ZVDVUWEW

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/ZVDVUWEWQ2V2AIQXKZW63L35AY \
  | 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: cd475a589686aba02217566dedaf7d06360cac9c3caa24312f2cc4747f42b134

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8bd32beff9ccf43ea696710cbb9b0d00268625d963910c4d14714271d02ce4ac",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-05-26T10:02:32Z",
    "title_canon_sha256": "db60d914208ee2f65ea93e325eb42f01cc333b7b1a3a05936a285cb11a50271d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.16791",
    "kind": "arxiv",
    "version": 4
  }
}