Pith Number

pith:SLLV2ACY

pith:2024:SLLV2ACY3KZ5FI57KE4JSFNWAP

not attested not anchored not stored refs pending

Lecture notes on rough paths and applications to machine learning

Cristopher Salvi, Thomas Cass

arxiv:2404.06583 v1 · 2024-04-09 · cs.LG · math.PR · math.ST · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SLLV2ACY3KZ5FI57KE4JSFNWAP}

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

2 papers in Pith

Advances in Neural Controlled Differential Equations

A Path Signature Framework for Detecting Creative Fatigue in Digital Advertising

Receipt and verification

First computed	2026-07-05T08:06:14.509652Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

92d75d0058dab3d2a3bf51389915b603d88da8a7b74fca11b4ff63d9aa1d8b1a

Aliases

arxiv: 2404.06583 · arxiv_version: 2404.06583v1 · doi: 10.48550/arxiv.2404.06583 · pith_short_12: SLLV2ACY3KZ5 · pith_short_16: SLLV2ACY3KZ5FI57 · pith_short_8: SLLV2ACY

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/SLLV2ACY3KZ5FI57KE4JSFNWAP \
  | 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: 92d75d0058dab3d2a3bf51389915b603d88da8a7b74fca11b4ff63d9aa1d8b1a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b48a55ded13a10110c1355002960564e13af50ce55e553c990e46658ac318d6a",
    "cross_cats_sorted": [
      "math.PR",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-09T19:25:16Z",
    "title_canon_sha256": "ad291efd1ad90674a60b7826ac5a82cf6986a5a85bfb10b12fbe3134712847f4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.06583",
    "kind": "arxiv",
    "version": 1
  }
}