Pith Number

pith:FMMWMS6O

pith:2021:FMMWMS6ORZACUTE6WHANVJEX6B

not attested not anchored not stored refs pending

Output Perturbation for Differentially Private Convex Optimization: Faster and More General

Andrew Lowy, Meisam Razaviyayn

arxiv:2102.04704 v2 · 2021-02-09 · cs.LG · cs.CR · 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{FMMWMS6ORZACUTE6WHANVJEX6B}

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

3 papers in Pith

Near-Optimal Pure Machine Unlearning for Smooth Strongly Convex Losses

DPrivBench: Benchmarking LLMs' Reasoning for Differential Privacy

Receipt and verification

First computed	2026-07-05T09:09:16.056577Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2b19664bce8e402a4c9eb1c0daa497f07d10058a0ad4b8881deb9b9073c51645

Aliases

arxiv: 2102.04704 · arxiv_version: 2102.04704v2 · doi: 10.48550/arxiv.2102.04704 · pith_short_12: FMMWMS6ORZAC · pith_short_16: FMMWMS6ORZACUTE6 · pith_short_8: FMMWMS6O

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/FMMWMS6ORZACUTE6WHANVJEX6B \
  | 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: 2b19664bce8e402a4c9eb1c0daa497f07d10058a0ad4b8881deb9b9073c51645

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c6318edb6e07d9887b676e7810cdba81eee668dbb1f3626017ff0d0e8c78c6b1",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-02-09T08:47:06Z",
    "title_canon_sha256": "70ad74488c58b12b416f970407bf24165a545e5f18351fdef5c1b517876ebf71"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.04704",
    "kind": "arxiv",
    "version": 2
  }
}