Pith Number

pith:YX2XUIHT

pith:2019:YX2XUIHTWNHQ3ADU6JATOMRTBO

not attested not anchored not stored refs pending

Towards Robust and Stable Deep Learning Algorithms for Forward Backward Stochastic Differential Equations

Alexis Laignelet, Batuhan G\"uler, Panos Parpas

arxiv:1910.11623 v1 · 2019-10-25 · stat.ML · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YX2XUIHTWNHQ3ADU6JATOMRTBO}

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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

Time-dependent density estimation using binary classifiers

Receipt and verification

First computed	2026-07-05T00:14:55.544352Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c5f57a20f3b34f0d8074f2413732330bb32a09f9e65498887beaf90c12601c38

Aliases

arxiv: 1910.11623 · arxiv_version: 1910.11623v1 · doi: 10.48550/arxiv.1910.11623 · pith_short_12: YX2XUIHTWNHQ · pith_short_16: YX2XUIHTWNHQ3ADU · pith_short_8: YX2XUIHT

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/YX2XUIHTWNHQ3ADU6JATOMRTBO \
  | 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: c5f57a20f3b34f0d8074f2413732330bb32a09f9e65498887beaf90c12601c38

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7d75cb0de436c1cc5b6d7306459f7ea0205286c24d64e601236d2544fb2bbf5c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-10-25T11:16:01Z",
    "title_canon_sha256": "03b5f230a11882849bb2f8f8924b7a14c8b34f34c6ab5b664dbb5f67240e599c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.11623",
    "kind": "arxiv",
    "version": 1
  }
}