Pith Number

pith:IMDDWXDF

pith:2017:IMDDWXDFV2THWKGG4V5JXREJSK

not attested not anchored not stored refs pending

Generalization Properties of Doubly Stochastic Learning Algorithms

Junhong Lin, Lorenzo Rosasco

arxiv:1707.00577 v2 · 2017-07-03 · stat.ML · cs.LG · math.FA · math.OC · math.ST · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IMDDWXDFV2THWKGG4V5JXREJSK}

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	2026-05-18T00:21:41.044335Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

43063b5c65aea67b28c6e57a9bc4899292adee696f563ddec33f7cf5fd6debca

Aliases

arxiv: 1707.00577 · arxiv_version: 1707.00577v2 · doi: 10.48550/arxiv.1707.00577 · pith_short_12: IMDDWXDFV2TH · pith_short_16: IMDDWXDFV2THWKGG · pith_short_8: IMDDWXDF

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/IMDDWXDFV2THWKGG4V5JXREJSK \
  | 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: 43063b5c65aea67b28c6e57a9bc4899292adee696f563ddec33f7cf5fd6debca

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "491f272cbff303212adcadaf208434ca0ddb56728ce88c0d45952d9ee3a947dd",
    "cross_cats_sorted": [
      "cs.LG",
      "math.FA",
      "math.OC",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-07-03T14:46:05Z",
    "title_canon_sha256": "bd19fd49ffacfc0faafc8b6646c3a8a7773cc974657eb638284ec267c722db61"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1707.00577",
    "kind": "arxiv",
    "version": 2
  }
}