Pith Number

pith:AQH7M24E

pith:2020:AQH7M24EGQRJRUTIQLF5XKPGWX

not attested not anchored not stored refs pending

Implicit Gradient Regularization

Benoit Dherin, David G.T. Barrett

arxiv:2009.11162 v3 · 2020-09-23 · 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{AQH7M24EGQRJRUTIQLF5XKPGWX}

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.

Cited by

8 papers in Pith

Avoiding unsafe sets when training with Langevin Dynamics

Some Inverse Problems in Particle Physics

Second-Order Path Kernel Interpolation Formulas in Machine Learning

How Optimality Structures Sparse Dictionaries: A Theory for Understanding SAE Representations

Thermodynamic Irreversibility of Training Algorithms

Receipt and verification

First computed	2026-07-05T04:41:09.061866Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

040ff66b84342298d26882cbdba9e6b5e8451d38da196fb27266b8d98cb6537e

Aliases

arxiv: 2009.11162 · arxiv_version: 2009.11162v3 · doi: 10.48550/arxiv.2009.11162 · pith_short_12: AQH7M24EGQRJ · pith_short_16: AQH7M24EGQRJRUTI · pith_short_8: AQH7M24E

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/AQH7M24EGQRJRUTIQLF5XKPGWX \
  | 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: 040ff66b84342298d26882cbdba9e6b5e8451d38da196fb27266b8d98cb6537e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "22fa6bbbd310e795a1540cabca779f163608de38ce438fab6de3071e2a285260",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-09-23T14:17:53Z",
    "title_canon_sha256": "269ffc95c23c902ccb99c58a50209729bf96471476f090818139453608b2cfd6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.11162",
    "kind": "arxiv",
    "version": 3
  }
}