Pith Number

pith:BFKO6DMD

pith:2026:BFKO6DMD5XJFQUPD4DTAYAJKNK

not attested not anchored not stored refs pending

From Privacy to Generalization: Linear Max-Information Bounds for DP-SGD

Christoph H. Lampert, Hossein Zakerinia

arxiv:2605.26222 v1 · 2026-05-25 · 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{BFKO6DMD5XJFQUPD4DTAYAJKNK}

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	2026-05-27T00:04:29.487845Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0954ef0d83edd25851e3e0e60c012a6a906c9e01b91dc2e0f32aeaf35ea0a107

Aliases

arxiv: 2605.26222 · arxiv_version: 2605.26222v1 · doi: 10.48550/arxiv.2605.26222 · pith_short_12: BFKO6DMD5XJF · pith_short_16: BFKO6DMD5XJFQUPD · pith_short_8: BFKO6DMD

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/BFKO6DMD5XJFQUPD4DTAYAJKNK \
  | 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: 0954ef0d83edd25851e3e0e60c012a6a906c9e01b91dc2e0f32aeaf35ea0a107

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "46f5481476a6e3b9015a65bc0f798f35565a72f6fb34ac95cc7532d5143beb1f",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-25T18:00:05Z",
    "title_canon_sha256": "3bbfc036715660275eb1e6596a7795f5b86839daa6509385a18e9eaabb0c5ea9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.26222",
    "kind": "arxiv",
    "version": 1
  }
}