Pith Number

pith:HJHMHMHX

pith:2024:HJHMHMHXBP4MMOKC2TCIGB5EEJ

not attested not anchored not stored refs pending

A Structure-Guided Gauss-Newton Method for Shallow ReLU Neural Network

Jianlin Xia, Min Liu, Tong Ding, Xinyu Liu, Zhiqiang Cai

arxiv:2404.05064 v2 · 2024-04-07 · cs.LG · cs.NA · math.NA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HJHMHMHXBP4MMOKC2TCIGB5EEJ}

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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

2 papers in Pith

Structure-Guided Gauss-Newton Method: Linear Advection-Reaction Equation

Receipt and verification

First computed	2026-07-05T11:39:40.237126Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3a4ec3b0f70bf8c63942d4c48307a4226db44101d206c67b93c74d703ee2dd00

Aliases

arxiv: 2404.05064 · arxiv_version: 2404.05064v2 · doi: 10.48550/arxiv.2404.05064 · pith_short_12: HJHMHMHXBP4M · pith_short_16: HJHMHMHXBP4MMOKC · pith_short_8: HJHMHMHX

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/HJHMHMHXBP4MMOKC2TCIGB5EEJ \
  | 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: 3a4ec3b0f70bf8c63942d4c48307a4226db44101d206c67b93c74d703ee2dd00

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e6e08d23dfc74f3565b57e1975882864128799cfa79faa9005710ff07e0b5393",
    "cross_cats_sorted": [
      "cs.NA",
      "math.NA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-07T20:24:44Z",
    "title_canon_sha256": "2ebf9f2b093e80c443f1772fea83289c41f82a40f5854302687b6471144939e2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.05064",
    "kind": "arxiv",
    "version": 2
  }
}