Pith Number

pith:TGXGQ4PC

pith:2020:TGXGQ4PCCLAM5TMLICJRO6A6DI

not attested not anchored not stored refs pending

Randomized Automatic Differentiation

Alex Beatson, Deniz Oktay, Joshua Aduol, Nick McGreivy, Ryan P. Adams

arxiv:2007.10412 v2 · 2020-07-20 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TGXGQ4PCCLAM5TMLICJRO6A6DI}

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

Stochastic Taylor Derivative Estimator: Efficient amortization for arbitrary differential operators

Receipt and verification

First computed	2026-07-05T02:22:37.221651Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

99ae6871e212c0cecd8b409317781e1a3c7c9e032988aad61ecbf6404a715b2b

Aliases

arxiv: 2007.10412 · arxiv_version: 2007.10412v2 · doi: 10.48550/arxiv.2007.10412 · pith_short_12: TGXGQ4PCCLAM · pith_short_16: TGXGQ4PCCLAM5TML · pith_short_8: TGXGQ4PC

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/TGXGQ4PCCLAM5TMLICJRO6A6DI \
  | 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: 99ae6871e212c0cecd8b409317781e1a3c7c9e032988aad61ecbf6404a715b2b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7c402ad1c258d3d6582352394fa4b17aa4e5c82b04162642504b45d174bf1485",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-07-20T19:03:44Z",
    "title_canon_sha256": "4396c30e8ac9bbb433010864b4233a6d836bbb4c5966483063d2d107b87ba880"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.10412",
    "kind": "arxiv",
    "version": 2
  }
}