Pith Number

pith:4HJWUQZ6

pith:2022:4HJWUQZ67KWZEXYSERJEXPQKLY

not attested not anchored not stored refs pending

Noise Injection Node Regularization for Robust Learning

Itay M. Bloch, Marat Freytsis, Noam Levi, Tomer Volansky

arxiv:2210.15764 v1 · 2022-10-27 · cs.LG · cond-mat.dis-nn · cond-mat.stat-mech · cs.AI · 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{4HJWUQZ67KWZEXYSERJEXPQKLY}

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	2026-07-05T06:06:04.720017Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e1d36a433efaad925f1224524bbe0a5e10f880ceb024f1f8d45168658edbff16

Aliases

arxiv: 2210.15764 · arxiv_version: 2210.15764v1 · doi: 10.48550/arxiv.2210.15764 · pith_short_12: 4HJWUQZ67KWZ · pith_short_16: 4HJWUQZ67KWZEXYS · pith_short_8: 4HJWUQZ6

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/4HJWUQZ67KWZEXYSERJEXPQKLY \
  | 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: e1d36a433efaad925f1224524bbe0a5e10f880ceb024f1f8d45168658edbff16

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c68d0e2358e39639743a65afa0d5328b7ad4808cb7e976e1c84a8a6e9bbc1c6f",
    "cross_cats_sorted": [
      "cond-mat.dis-nn",
      "cond-mat.stat-mech",
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-27T20:51:15Z",
    "title_canon_sha256": "0f1219c659104787a9cd9dc112cd70485d3bf9f4532add19c9e194c22102dc25"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.15764",
    "kind": "arxiv",
    "version": 1
  }
}