Pith Number

pith:YU45F7PK

pith:2015:YU45F7PKTBII4UAGZIW6G4X2R6

not attested not anchored not stored refs pending

Adding Gradient Noise Improves Learning for Very Deep Networks

Arvind Neelakantan, Ilya Sutskever, James Martens, Karol Kurach, Lukasz Kaiser, Luke Vilnis, Quoc V. Le

arxiv:1511.06807 v1 · 2015-11-21 · 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{YU45F7PKTBII4UAGZIW6G4X2R6}

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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.

Cited by

12 papers in Pith

Decomposing MXFP4 quantization error for LLM reinforcement learning: reducible bias, recoverable deadzone, and an irreducible floor

Axiomatizing Neural Networks via Pursuit of Subspaces

Scaling Laws for Transfer

Preventing overfitting in deep learning using differential privacy

Receipt and verification

First computed	2026-05-18T01:26:19.439499Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c539d2fdea98508e5006ca2de372fa8fba72a02acdf759c19d048e1ffbb5891e

Aliases

arxiv: 1511.06807 · arxiv_version: 1511.06807v1 · doi: 10.48550/arxiv.1511.06807 · pith_short_12: YU45F7PKTBII · pith_short_16: YU45F7PKTBII4UAG · pith_short_8: YU45F7PK

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/YU45F7PKTBII4UAGZIW6G4X2R6 \
  | 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: c539d2fdea98508e5006ca2de372fa8fba72a02acdf759c19d048e1ffbb5891e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f9c5029bb2bb29034baa3874b04c0bdf279698519a57b875692658554b9a2c60",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2015-11-21T01:11:29Z",
    "title_canon_sha256": "7e1a89fb4edcf8c6463df9c0cdf49bf6ec1ac6a3ab02ec1352df8538fac068b5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1511.06807",
    "kind": "arxiv",
    "version": 1
  }
}