Pith Number

pith:OPJEICKH

pith:2020:OPJEICKHXLJ266BFBIFCGSN2CL

not attested not anchored not stored refs pending

Boundary thickness and robustness in learning models

Amir Gholami, Joseph E. Gonzalez, Kannan Ramchandran, Kurt Keutzer, Michael W. Mahoney, Rajiv Khanna, Yaodong Yu, Yaoqing Yang

arxiv:2007.05086 v2 · 2020-07-09 · cs.LG · 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{OPJEICKHXLJ266BFBIFCGSN2CL}

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	2026-07-05T02:06:31.737606Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

73d2440947bad3af78250a0a2349ba12e248d72059b702a25b297013e6a95292

Aliases

arxiv: 2007.05086 · arxiv_version: 2007.05086v2 · doi: 10.48550/arxiv.2007.05086 · pith_short_12: OPJEICKHXLJ2 · pith_short_16: OPJEICKHXLJ266BF · pith_short_8: OPJEICKH

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/OPJEICKHXLJ266BFBIFCGSN2CL \
  | 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: 73d2440947bad3af78250a0a2349ba12e248d72059b702a25b297013e6a95292

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "80d1ab7adbe9009af3492ba30cb12feeebbbee479a72ade141abe105a5cebd1b",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-07-09T21:56:35Z",
    "title_canon_sha256": "dbd6350f46ba8ce052bfb0cfeae813846a4289726351e7378d05e8cc767d0a9c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.05086",
    "kind": "arxiv",
    "version": 2
  }
}