Pith Number

pith:4DVYC76Z

pith:2019:4DVYC76ZRLSZHI2U75LURNWAIR

not attested not anchored not stored refs pending

Learning interpretable continuous-time models of latent stochastic dynamical systems

Gergo Bohner, Julien Boussard, Lea Duncker, Maneesh Sahani

arxiv:1902.04420 v1 · 2019-02-12 · stat.ML · cs.LG · math.DS

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4DVYC76ZRLSZHI2U75LURNWAIR}

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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

Enabling hyperparameter optimization in sequential autoencoders for spiking neural data

Receipt and verification

First computed	2026-05-17T23:54:12.302741Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e0eb817fd98ae593a354ff5748b6c0444da43845b72845c66a871f12f0a07ef1

Aliases

arxiv: 1902.04420 · arxiv_version: 1902.04420v1 · doi: 10.48550/arxiv.1902.04420 · pith_short_12: 4DVYC76ZRLSZ · pith_short_16: 4DVYC76ZRLSZHI2U · pith_short_8: 4DVYC76Z

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/4DVYC76ZRLSZHI2U75LURNWAIR \
  | 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: e0eb817fd98ae593a354ff5748b6c0444da43845b72845c66a871f12f0a07ef1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c21c2faa3addba1a83a50603cf2a27fc48a55ef04fe1d2bb1afbc0d19f7f6a01",
    "cross_cats_sorted": [
      "cs.LG",
      "math.DS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-02-12T14:50:51Z",
    "title_canon_sha256": "1636c455b9d0eb3ee0888ede9230de628c4cd67e8790ef5f158374ebe6e0ae4a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1902.04420",
    "kind": "arxiv",
    "version": 1
  }
}