Pith Number

pith:YD5EIIDD

pith:2023:YD5EIIDDV45MESNC5OCYLAN3DG

not attested not anchored not stored refs pending

Choosing Public Datasets for Private Machine Learning via Gradient Subspace Distance

Gautam Kamath, Xin Gu, Zhiwei Steven Wu

arxiv:2303.01256 v2 · 2023-03-02 · stat.ML · cs.CR · cs.CV · cs.DS · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YD5EIIDDV45MESNC5OCYLAN3DG}

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

Memory-Efficient Differentially Private Training with Gradient Random Projection

Receipt and verification

First computed	2026-07-05T11:42:19.382768Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c0fa442063af3ac249a2eb858581bb19a0e9238cae1dee32ad0fdca2c1f60505

Aliases

arxiv: 2303.01256 · arxiv_version: 2303.01256v2 · doi: 10.48550/arxiv.2303.01256 · pith_short_12: YD5EIIDDV45M · pith_short_16: YD5EIIDDV45MESNC · pith_short_8: YD5EIIDD

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/YD5EIIDDV45MESNC5OCYLAN3DG \
  | 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: c0fa442063af3ac249a2eb858581bb19a0e9238cae1dee32ad0fdca2c1f60505

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b1ab16ece0dba1b108b5ef7c5e12a2c7cd466709244919c23ab8c638e18fbfda",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.CV",
      "cs.DS",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-03-02T13:36:28Z",
    "title_canon_sha256": "2cc159dbd4b24c8d911687a44eff90d9a10cf23aee3d8f7745b4d8863c9c2ce1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.01256",
    "kind": "arxiv",
    "version": 2
  }
}