Pith Number

pith:HIA5T2HD

pith:2024:HIA5T2HDMV7GCEDVHIOLWLK23I

not attested not anchored not stored refs pending

A Hessian-Aware Stochastic Differential Equation for Modelling SGD

Liang Zhang, Niao He, Xiang Li, Zebang Shen

arxiv:2405.18373 v3 · 2024-05-28 · stat.ML · cs.LG · math.OC

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HIA5T2HDMV7GCEDVHIOLWLK23I}

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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

3 papers in Pith

MIMFlow: Integrating Masked Image Modeling with Normalizing Flows for End-to-End Image Generation

Second-Order Path Kernel Interpolation Formulas in Machine Learning

MIMFlow: Integrating Masked Image Modeling with Normalizing Flows for End-to-End Image Generation

Receipt and verification

First computed	2026-07-05T11:14:47.575512Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3a01d9e8e3657e6110753a1cbb2d5ada395917a4628535963cde2c90b8f79317

Aliases

arxiv: 2405.18373 · arxiv_version: 2405.18373v3 · doi: 10.48550/arxiv.2405.18373 · pith_short_12: HIA5T2HDMV7G · pith_short_16: HIA5T2HDMV7GCEDV · pith_short_8: HIA5T2HD

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/HIA5T2HDMV7GCEDVHIOLWLK23I \
  | 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: 3a01d9e8e3657e6110753a1cbb2d5ada395917a4628535963cde2c90b8f79317

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "567fd6e25490cda9a1f56b8bbbf0cb885be7e1a5bb780bf3d53948855565b1d0",
    "cross_cats_sorted": [
      "cs.LG",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-05-28T17:11:34Z",
    "title_canon_sha256": "5b24623617396f06d1f9b3f529312f92d9111e4408ce72e44ab443b4b032e17e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.18373",
    "kind": "arxiv",
    "version": 3
  }
}