Pith Number

pith:44BE6XV2

pith:2021:44BE6XV2LMCVDWRUGTOKWP4ADJ

not attested not anchored not stored refs pending

DP-SGD vs PATE: Which Has Less Disparate Impact on Model Accuracy?

Andrew Trask, Archit Uniyal, FatemehSadat Mireshghallah, Patrik Joslin Kenfack, Rakshit Naidu, Sahib Singh, Sasikanth Kotti

arxiv:2106.12576 v2 · 2021-06-22 · cs.LG · cs.AI · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{44BE6XV2LMCVDWRUGTOKWP4ADJ}

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

2 papers in Pith

Tradeoffs in Privacy, Welfare, and Fairness for Facility Location

INO-SGD: Addressing Utility Imbalance under Individualized Differential Privacy

Receipt and verification

First computed	2026-07-05T04:08:39.456754Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e7024f5eba5b0551da3434dcab3f801a4e02cd4db7b16e2ab63f80c9ba012dd3

Aliases

arxiv: 2106.12576 · arxiv_version: 2106.12576v2 · doi: 10.48550/arxiv.2106.12576 · pith_short_12: 44BE6XV2LMCV · pith_short_16: 44BE6XV2LMCVDWRU · pith_short_8: 44BE6XV2

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/44BE6XV2LMCVDWRUGTOKWP4ADJ \
  | 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: e7024f5eba5b0551da3434dcab3f801a4e02cd4db7b16e2ab63f80c9ba012dd3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8c46c0d65671c9fe78b80dcb59dcbe0eefa5a505cdcfbda56a4d80c858fca55e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-22T20:37:12Z",
    "title_canon_sha256": "6e210d1573885e0e731632f325cb658cc4181cef510c195bdc2c66678653774c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.12576",
    "kind": "arxiv",
    "version": 2
  }
}