Pith Number

pith:ZZQQB3CE

pith:2024:ZZQQB3CEOKIEB7KIGOGTD2S37F

not attested not anchored not stored refs pending

RQP-SGD: Differential Private Machine Learning through Noisy SGD and Randomized Quantization

Ce Feng, Parv Venkitasubramaniam

arxiv:2402.06606 v1 · 2024-02-09 · 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{ZZQQB3CEOKIEB7KIGOGTD2S37F}

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.

Receipt and verification

First computed	2026-07-05T07:43:27.721630Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ce6100ec44729040fd48338d31ea5bf97b20504e7edf7ec35561643b5e1a345f

Aliases

arxiv: 2402.06606 · arxiv_version: 2402.06606v1 · doi: 10.48550/arxiv.2402.06606 · pith_short_12: ZZQQB3CEOKIE · pith_short_16: ZZQQB3CEOKIEB7KI · pith_short_8: ZZQQB3CE

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/ZZQQB3CEOKIEB7KIGOGTD2S37F \
  | 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: ce6100ec44729040fd48338d31ea5bf97b20504e7edf7ec35561643b5e1a345f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2ae136668ab46d753863368f3600cc4986f84847a75ec3fa1662dd527b401b04",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-09T18:34:08Z",
    "title_canon_sha256": "0668123ae62407193fa6aa804acab9b4e3b8d0429c3a5660f4d8ffa186eaa9bd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.06606",
    "kind": "arxiv",
    "version": 1
  }
}