Pith Number

pith:I66RJ3LO

pith:2024:I66RJ3LOZRCMPVBDWV7TCP45HD

not attested not anchored not stored refs pending

Generalizing Stochastic Smoothing for Differentiation and Gradient Estimation

Aashwin Mishra, Christian Borgelt, Felix Petersen, Stefano Ermon

arxiv:2410.08125 v1 · 2024-10-10 · 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{I66RJ3LOZRCMPVBDWV7TCP45HD}

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.

Receipt and verification

First computed	2026-07-05T09:18:48.865543Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

47bd14ed6ecc44c7d423b57f313f9d38ee2bb0f4f077998db91a2a1254279899

Aliases

arxiv: 2410.08125 · arxiv_version: 2410.08125v1 · doi: 10.48550/arxiv.2410.08125 · pith_short_12: I66RJ3LOZRCM · pith_short_16: I66RJ3LOZRCMPVBD · pith_short_8: I66RJ3LO

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/I66RJ3LOZRCMPVBDWV7TCP45HD \
  | 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: 47bd14ed6ecc44c7d423b57f313f9d38ee2bb0f4f077998db91a2a1254279899

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "762a6d5db289e22ead9bbfc3b424993524f490902625b6162b94bf01e256d6a9",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-10T17:10:00Z",
    "title_canon_sha256": "0cc1b0c4c6dfcf3d3d2838a5e664c00657d02e89791401d9046a792c82f63da6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.08125",
    "kind": "arxiv",
    "version": 1
  }
}