Pith Number

pith:OCBU7MM4

pith:2024:OCBU7MM433M2DQOVCYS6DBDZ2P

not attested not anchored not stored refs pending

On the Convergence of DP-SGD with Adaptive Clipping

Egor Shulgin, Peter Richt\'arik

arxiv:2412.19916 v1 · 2024-12-27 · cs.LG · cs.CR · math.OC · 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{OCBU7MM433M2DQOVCYS6DBDZ2P}

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	2026-07-05T09:54:51.718831Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

70834fb19cded9a1c1d51625e18479d3d7943e61f48a7ca98d375a285a006c49

Aliases

arxiv: 2412.19916 · arxiv_version: 2412.19916v1 · doi: 10.48550/arxiv.2412.19916 · pith_short_12: OCBU7MM433M2 · pith_short_16: OCBU7MM433M2DQOV · pith_short_8: OCBU7MM4

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/OCBU7MM433M2DQOVCYS6DBDZ2P \
  | 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: 70834fb19cded9a1c1d51625e18479d3d7943e61f48a7ca98d375a285a006c49

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "313535fe30ff39288542d63f8d368d01198f9b11408a17b1afe4145068024461",
    "cross_cats_sorted": [
      "cs.CR",
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-27T20:29:47Z",
    "title_canon_sha256": "5d53d15ea018fec588c65fd1bf674cb58a5440215195ecb78d77686d5769c0f3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.19916",
    "kind": "arxiv",
    "version": 1
  }
}