Pith Number

pith:JHWTTLDL

pith:2021:JHWTTLDLJ3KTFYWZWD7AJC6VFK

not attested not anchored not stored refs pending

Robust and Scalable SDE Learning: A Functional Perspective

Arnu Pretorius, Scott Cameron, Stephen Roberts, Tyron Cameron

arxiv:2110.05167 v1 · 2021-10-11 · 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{JHWTTLDLJ3KTFYWZWD7AJC6VFK}

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

Mitigating Bias in Low-SNR Financial Reinforcement Learning via Quantum Representations

Receipt and verification

First computed	2026-07-05T03:21:26.151553Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

49ed39ac6b4ed532e2d9b0fe048bd52a84ff00ac07f993d8cd4f6f871fc10078

Aliases

arxiv: 2110.05167 · arxiv_version: 2110.05167v1 · doi: 10.48550/arxiv.2110.05167 · pith_short_12: JHWTTLDLJ3KT · pith_short_16: JHWTTLDLJ3KTFYWZ · pith_short_8: JHWTTLDL

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/JHWTTLDLJ3KTFYWZWD7AJC6VFK \
  | 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: 49ed39ac6b4ed532e2d9b0fe048bd52a84ff00ac07f993d8cd4f6f871fc10078

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "85cc0e1211b2e31550a2a54cf23c88ba9499d41b9ecfdce2b83fa179a21d59b2",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2021-10-11T11:36:50Z",
    "title_canon_sha256": "a277d74c188a25877e573a57bcf42df665fe972e4efcdb357eac3a1990421eee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.05167",
    "kind": "arxiv",
    "version": 1
  }
}