Pith Number

pith:JDUZDFYA

pith:2017:JDUZDFYAGBVPVWOTNFGQ5Y2JLM

not attested not anchored not stored refs pending

Automatic Backward Differentiation for American Monte-Carlo Algorithms (Conditional Expectation)

Christian P. Fries

arxiv:1707.04942 v1 · 2017-07-16 · q-fin.CP · cs.DS · math.NA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JDUZDFYAGBVPVWOTNFGQ5Y2JLM}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Faster Forward Sensitivities: Reduced stochastic hedge ratios from pathwise algorithmic differentiation

Receipt and verification

First computed	2026-05-18T00:40:11.746882Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

48e9919700306afad9d3694d0ee3495b0263be6367a865e0425f319ea4aa7849

Aliases

arxiv: 1707.04942 · arxiv_version: 1707.04942v1 · doi: 10.48550/arxiv.1707.04942 · pith_short_12: JDUZDFYAGBVP · pith_short_16: JDUZDFYAGBVPVWOT · pith_short_8: JDUZDFYA

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/JDUZDFYAGBVPVWOTNFGQ5Y2JLM \
  | 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: 48e9919700306afad9d3694d0ee3495b0263be6367a865e0425f319ea4aa7849

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bd6669f1d43c61f04240752a18c14bd45547f2d4a0497f132762d1c966620e3d",
    "cross_cats_sorted": [
      "cs.DS",
      "math.NA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "q-fin.CP",
    "submitted_at": "2017-07-16T20:35:28Z",
    "title_canon_sha256": "471440de80b81a8109ce094dbbfa6b89592dc86c6af7b2d14956d47456585a17"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1707.04942",
    "kind": "arxiv",
    "version": 1
  }
}