Pith Number

pith:WV5UTD4M

pith:2021:WV5UTD4MZYQPEU5RHSQCDYSSOJ

not attested not anchored not stored refs pending

A Law of Robustness for Weight-bounded Neural Networks

Borja Balle, Hisham Husain

arxiv:2102.08093 v2 · 2021-02-16 · 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{WV5UTD4MZYQPEU5RHSQCDYSSOJ}

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	2026-07-05T02:22:25.844305Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b57b498f8cce20f253b13ca021e2527265425f3ad8d9ebc5cabc7097d4e7e6de

Aliases

arxiv: 2102.08093 · arxiv_version: 2102.08093v2 · doi: 10.48550/arxiv.2102.08093 · pith_short_12: WV5UTD4MZYQP · pith_short_16: WV5UTD4MZYQPEU5R · pith_short_8: WV5UTD4M

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/WV5UTD4MZYQPEU5RHSQCDYSSOJ \
  | 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: b57b498f8cce20f253b13ca021e2527265425f3ad8d9ebc5cabc7097d4e7e6de

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a52e7ed9efda99bfea78f21f430bc8a4d44d230e2968af4b6b0583188c9578af",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2021-02-16T11:28:59Z",
    "title_canon_sha256": "225993e39cbfc893b9666c73df9ad55f9a92a60b7dbeb7c8240854d2009fa1b2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.08093",
    "kind": "arxiv",
    "version": 2
  }
}