Pith Number

pith:HQDFX324

pith:2023:HQDFX3244MNYRL4HTSV5BOWKVO

not attested not anchored not stored refs pending

Stability is Stable: Connections between Replicability, Privacy, and Adaptive Generalization

Jessica Sorrell, Marco Gaboardi, Mark Bun, Max Hopkins, Rex Lei, Russell Impagliazzo, Satchit Sivakumar, Toniann Pitassi

arxiv:2303.12921 v2 · 2023-03-22 · 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{HQDFX3244MNYRL4HTSV5BOWKVO}

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

The Role of Randomness in Stability

Receipt and verification

First computed	2026-07-05T05:54:37.632223Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3c065bef5ce31b88af879cabd0bacaabb411e55e6c32fcb3b202cd69c5bdf88d

Aliases

arxiv: 2303.12921 · arxiv_version: 2303.12921v2 · doi: 10.48550/arxiv.2303.12921 · pith_short_12: HQDFX3244MNY · pith_short_16: HQDFX3244MNYRL4H · pith_short_8: HQDFX324

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/HQDFX3244MNYRL4HTSV5BOWKVO \
  | 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: 3c065bef5ce31b88af879cabd0bacaabb411e55e6c32fcb3b202cd69c5bdf88d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "36d0500b707ff2ec5f7f7f0f53c1896d7e14b610e23981a4a156880a70d3f119",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.DS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-03-22T21:35:50Z",
    "title_canon_sha256": "ed1323799db9f181bd2207047cf170237021d397f8d170d12e9667e2daddbbf2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.12921",
    "kind": "arxiv",
    "version": 2
  }
}