Pith Number

pith:GB5X726L

pith:2022:GB5X726LCD44JYPSCE3TT5HEMC

not attested not anchored not stored refs pending

Exploring the Unfairness of DP-SGD Across Settings

Anders S{\o}gaard, Frederik Noe, Rasmus Herskind

arxiv:2202.12058 v1 · 2022-02-24 · cs.LG · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GB5X726LCD44JYPSCE3TT5HEMC}

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

SoK: What Makes Private Learning Unfair?

Receipt and verification

First computed	2026-07-05T03:59:49.675646Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

307b7febcb10f9c4e1f2113739f4e460815443f0e66cd2393f4ec11a02532771

Aliases

arxiv: 2202.12058 · arxiv_version: 2202.12058v1 · doi: 10.48550/arxiv.2202.12058 · pith_short_12: GB5X726LCD44 · pith_short_16: GB5X726LCD44JYPS · pith_short_8: GB5X726L

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/GB5X726LCD44JYPSCE3TT5HEMC \
  | 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: 307b7febcb10f9c4e1f2113739f4e460815443f0e66cd2393f4ec11a02532771

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b0264ed229efa7d997e4c8673a88fcb2e87113620259b6f07a4ac2f691e87f9d",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-02-24T12:26:08Z",
    "title_canon_sha256": "8fcdaec397c89d4e8be6e225e31a749c0c120aa16b770ce641c7da2a486f8188"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.12058",
    "kind": "arxiv",
    "version": 1
  }
}