Pith Number

pith:WHMHD6Y5

pith:2019:WHMHD6Y5HG73CODBKOCQXIMNFN

not attested not anchored not stored refs pending

Neural network regression for Bermudan option pricing

Bernard Lapeyre (CERMICS, J\'er\^ome Lelong (DAO), MATHRISK)

arxiv:1907.06474 v3 · 2019-07-15 · math.PR · q-fin.CP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WHMHD6Y5HG73CODBKOCQXIMNFN}

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

Solving high-dimensional optimal stopping problems using deep learning

Receipt and verification

First computed	2026-07-05T01:56:27.974755Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b1d871fb1d39bfb1386153850ba18d2b4360610d747c91dd92afa30084c652e3

Aliases

arxiv: 1907.06474 · arxiv_version: 1907.06474v3 · doi: 10.48550/arxiv.1907.06474 · pith_short_12: WHMHD6Y5HG73 · pith_short_16: WHMHD6Y5HG73CODB · pith_short_8: WHMHD6Y5

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/WHMHD6Y5HG73CODBKOCQXIMNFN \
  | 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: b1d871fb1d39bfb1386153850ba18d2b4360610d747c91dd92afa30084c652e3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0d80078a42dde12730bc48065dbe6d4c012f8669dff0b861fc28fc2e30b242f8",
    "cross_cats_sorted": [
      "q-fin.CP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.PR",
    "submitted_at": "2019-07-15T12:47:55Z",
    "title_canon_sha256": "83e4fd72d9812ff24d19b00f5acb4e9b43de4646f3c5327cdf73bf8ff5df15b2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.06474",
    "kind": "arxiv",
    "version": 3
  }
}