Pith Number

pith:AOSJAAHT

pith:2016:AOSJAAHTVQMVC4WQJOVSZHAG6Y

not attested not anchored not stored refs pending

Chaining Bounds for Empirical Risk Minimization

Andr\'as Gy\"orgy, Csaba Szepesv\'ari, G\'abor Bal\'azs

arxiv:1609.01872 v1 · 2016-09-07 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AOSJAAHTVQMVC4WQJOVSZHAG6Y}

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	2026-05-18T01:05:09.798397Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

03a49000f3ac195172d04bab2c9c06f625bdf9331bc22da461866b06f42942a9

Aliases

arxiv: 1609.01872 · arxiv_version: 1609.01872v1 · doi: 10.48550/arxiv.1609.01872 · pith_short_12: AOSJAAHTVQMV · pith_short_16: AOSJAAHTVQMVC4WQ · pith_short_8: AOSJAAHT

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/AOSJAAHTVQMVC4WQJOVSZHAG6Y \
  | 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: 03a49000f3ac195172d04bab2c9c06f625bdf9331bc22da461866b06f42942a9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "877b095c22f8103028a5942fdb673566dfea761bd348e4bf043ef8ff3efb1e4b",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2016-09-07T08:18:18Z",
    "title_canon_sha256": "d950da7d1f5ee4c31eb448d05b2073ea54d09cbfb26893a555f7c26491fe2acf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1609.01872",
    "kind": "arxiv",
    "version": 1
  }
}