Pith Number

pith:CBNKCAUG

pith:2019:CBNKCAUGLDHH4VSBOOSZE2BX5V

not attested not anchored not stored refs pending

Neural Stochastic Differential Equations: Deep Latent Gaussian Models in the Diffusion Limit

Belinda Tzen, Maxim Raginsky

arxiv:1905.09883 v2 · 2019-05-23 · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{CBNKCAUGLDHH4VSBOOSZE2BX5V}

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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

22 papers in Pith

What Uncertainties Do We Need for Dynamical Systems?

First-Order Trajectory Matching: Fast Ensemble Predictions of Chaotic, Turbulent, Stochastic Systems

Integrating Mechanistic and Data-Driven Models for Neurological Disorders through Differentiable Programming

Policy Gradient for Continuous-Time Robust Markov Decision Processes

Physically-Constrained Mamba-SDE for Remaining Useful Life Prediction under Irregular Observations

Receipt and verification

First computed	2026-07-05T00:15:04.956073Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

105aa1028658ce7e564173a5926837ed4514d72a5280c1597dbe98ff99c84720

Aliases

arxiv: 1905.09883 · arxiv_version: 1905.09883v2 · doi: 10.48550/arxiv.1905.09883 · pith_short_12: CBNKCAUGLDHH · pith_short_16: CBNKCAUGLDHH4VSB · pith_short_8: CBNKCAUG

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/CBNKCAUGLDHH4VSBOOSZE2BX5V \
  | 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: 105aa1028658ce7e564173a5926837ed4514d72a5280c1597dbe98ff99c84720

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2ad8101dcdb6790ee9605ece485c87fd33f980b05f2eed18df7c13537b814115",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-23T19:30:16Z",
    "title_canon_sha256": "e4222db94c84519c7d79e48867b0bf9d0cdbd72b09f2363476deaa60fb5f5b12"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.09883",
    "kind": "arxiv",
    "version": 2
  }
}