Pith Number

pith:LEOKEU2H

pith:2024:LEOKEU2H3HHSUHN5FCCV2SYNYH

not attested not anchored not stored refs pending

Scalable DP-SGD: Shuffling vs. Poisson Subsampling

Amer Sinha, Badih Ghazi, Chiyuan Zhang, Lynn Chua, Pasin Manurangsi, Pritish Kamath, Ravi Kumar

arxiv:2411.04205 v1 · 2024-11-06 · cs.LG · cs.CR · cs.DS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LEOKEU2H3HHSUHN5FCCV2SYNYH}

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

Private Rate-Constrained Optimization with Applications to Fair Learning

Receipt and verification

First computed	2026-07-05T09:32:15.858805Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

591ca25347d9cf2a1dbd28855d4b0dc1f7df7bca1499f35bc30ab406e7d07635

Aliases

arxiv: 2411.04205 · arxiv_version: 2411.04205v1 · doi: 10.48550/arxiv.2411.04205 · pith_short_12: LEOKEU2H3HHS · pith_short_16: LEOKEU2H3HHSUHN5 · pith_short_8: LEOKEU2H

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/LEOKEU2H3HHSUHN5FCCV2SYNYH \
  | 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: 591ca25347d9cf2a1dbd28855d4b0dc1f7df7bca1499f35bc30ab406e7d07635

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f94052f2a34629db2c53f7d95cff88a1785cb3da413d01e670cc7040604b7cfb",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.DS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-06T19:06:16Z",
    "title_canon_sha256": "d6bc2a4e47f9ceb12983e2f0452ea296a31678d64dcba8ac3b5cb680f701dc11"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.04205",
    "kind": "arxiv",
    "version": 1
  }
}