Pith Number

pith:AS4NRZFZ

pith:2019:AS4NRZFZK3V3BS5SZW7D5772PV

not attested not anchored not stored refs pending

High probability generalization bounds for uniformly stable algorithms with nearly optimal rate

Jan Vondrak, Vitaly Feldman

arxiv:1902.10710 v2 · 2019-02-27 · cs.LG · cs.DS · 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{AS4NRZFZK3V3BS5SZW7D5772PV}

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	2026-05-17T23:42:42.203489Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

04b8d8e4b956ebb0cbb2cdbe3efffa7d4069f663e3cc2e6fd13977c3717abd54

Aliases

arxiv: 1902.10710 · arxiv_version: 1902.10710v2 · doi: 10.48550/arxiv.1902.10710 · pith_short_12: AS4NRZFZK3V3 · pith_short_16: AS4NRZFZK3V3BS5S · pith_short_8: AS4NRZFZ

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/AS4NRZFZK3V3BS5SZW7D5772PV \
  | 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: 04b8d8e4b956ebb0cbb2cdbe3efffa7d4069f663e3cc2e6fd13977c3717abd54

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7c00968113d4860e64e33be4c07cb8376b68b6485c345fe9ce9da6d286d3a199",
    "cross_cats_sorted": [
      "cs.DS",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-02-27T18:50:28Z",
    "title_canon_sha256": "05286b5457536767bc477d21f0d2e6ddcab062e3d45344b4e7b505256a85dcc7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1902.10710",
    "kind": "arxiv",
    "version": 2
  }
}