Pith Number

pith:AHXJIUB5

pith:2017:AHXJIUB5MLVDQRR72X55XPECNC

not attested not anchored not stored refs pending

Critical Points of Neural Networks: Analytical Forms and Landscape Properties

Yingbin Liang, Yi Zhou

arxiv:1710.11205 v1 · 2017-10-30 · 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{AHXJIUB5MLVDQRR72X55XPECNC}

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

2 papers in Pith

A Theory on Flow Matching with Neural Networks

Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models

Receipt and verification

First computed	2026-05-18T00:31:44.576952Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

01ee94503d62ea38463fd5fbdbbc8268bb6cddc0c37fc1cd0570abc6920650f5

Aliases

arxiv: 1710.11205 · arxiv_version: 1710.11205v1 · doi: 10.48550/arxiv.1710.11205 · pith_short_12: AHXJIUB5MLVD · pith_short_16: AHXJIUB5MLVDQRR7 · pith_short_8: AHXJIUB5

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/AHXJIUB5MLVDQRR72X55XPECNC \
  | 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: 01ee94503d62ea38463fd5fbdbbc8268bb6cddc0c37fc1cd0570abc6920650f5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cf5307c7212139b43a1520cbc608dcfd3723039d2b06fda3335a057bf326c4df",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-10-30T19:18:43Z",
    "title_canon_sha256": "160ada277d650c2f751cdf4a1386e1a600bebd3c28b272175569336b709e6285"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1710.11205",
    "kind": "arxiv",
    "version": 1
  }
}