Pith Number

pith:4LPX3ZNE

pith:2024:4LPX3ZNE2WVONPCRAVHWWZXYPJ

not attested not anchored not stored refs pending

Assessing and improving reliability of neighbor embedding methods: a map-continuity perspective

Rong Ma, Yiqiao Zhong, Zhexuan Liu

arxiv:2410.16608 v2 · 2024-10-22 · stat.ME · cs.LG · stat.CO · 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{4LPX3ZNE2WVONPCRAVHWWZXYPJ}

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

1 paper in Pith

MEDAL: Manifold Embedding Distillation via Autoencoder Learning

Receipt and verification

First computed	2026-07-05T10:42:13.133609Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e2df7de5a4d5aae6bc51054f6b66f87a5451f69fba51e88028f20c09526d3b57

Aliases

arxiv: 2410.16608 · arxiv_version: 2410.16608v2 · doi: 10.48550/arxiv.2410.16608 · pith_short_12: 4LPX3ZNE2WVO · pith_short_16: 4LPX3ZNE2WVONPCR · pith_short_8: 4LPX3ZNE

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/4LPX3ZNE2WVONPCRAVHWWZXYPJ \
  | 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: e2df7de5a4d5aae6bc51054f6b66f87a5451f69fba51e88028f20c09526d3b57

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dfc0ca9077ec67ad5a30b8e7654e358293d5912f7a099180dbb4f2cfef72a7f2",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.CO",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2024-10-22T01:40:43Z",
    "title_canon_sha256": "319114e8e3c3d3296e754f24e784bc0b44d8df2cb59c8d5c371b5d459680697b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.16608",
    "kind": "arxiv",
    "version": 2
  }
}