Pith Number

pith:5N2FP47K

pith:2017:5N2FP47KTAP3TWJTUWHS3XBETO

not attested not anchored not stored refs pending

Stability and Generalization of Learning Algorithms that Converge to Global Optima

Dimitris Papailiopoulos, Zachary Charles

arxiv:1710.08402 v1 · 2017-10-23 · stat.ML · cs.IT · cs.LG · math.IT · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5N2FP47KTAP3TWJTUWHS3XBETO}

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	2026-05-18T00:32:16.118741Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eb7457f3ea981fb9d933a58f2ddc249ba37b3f09707a99579e390b84ee1fdce4

Aliases

arxiv: 1710.08402 · arxiv_version: 1710.08402v1 · doi: 10.48550/arxiv.1710.08402 · pith_short_12: 5N2FP47KTAP3 · pith_short_16: 5N2FP47KTAP3TWJT · pith_short_8: 5N2FP47K

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/5N2FP47KTAP3TWJTUWHS3XBETO \
  | 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: eb7457f3ea981fb9d933a58f2ddc249ba37b3f09707a99579e390b84ee1fdce4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d39745019d3e4bf2d5f9a76e3e4b0a7dd8dc180adf85006b4c3e83d5d630be70",
    "cross_cats_sorted": [
      "cs.IT",
      "cs.LG",
      "math.IT",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-10-23T17:42:30Z",
    "title_canon_sha256": "be94cb9184cee522a394f6f646d6fefad6d7d972890d51090d27d98e3c68f2be"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1710.08402",
    "kind": "arxiv",
    "version": 1
  }
}