Pith Number

pith:UIVEVQK7

pith:2024:UIVEVQK7KDQCIZTEMU3RRWGUSB

not attested not anchored not stored refs pending

Stochastic neighborhood embedding and the gradient flow of relative entropy

Ben Weinkove

arxiv:2409.16963 v2 · 2024-09-25 · stat.ML · math.CA · math.PR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UIVEVQK7KDQCIZTEMU3RRWGUSB}

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

Equilibrium Distribution for t-Distributed Stochastic Neighbor Embedding with Generalized Kernels

Receipt and verification

First computed	2026-07-05T10:38:36.188360Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a22a4ac15f50e0246664653718d8d49070bd9c36f6ea0519fe5723107034fb45

Aliases

arxiv: 2409.16963 · arxiv_version: 2409.16963v2 · doi: 10.48550/arxiv.2409.16963 · pith_short_12: UIVEVQK7KDQC · pith_short_16: UIVEVQK7KDQCIZTE · pith_short_8: UIVEVQK7

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/UIVEVQK7KDQCIZTEMU3RRWGUSB \
  | 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: a22a4ac15f50e0246664653718d8d49070bd9c36f6ea0519fe5723107034fb45

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f8bfd7fe1b6756d722f3faf3f8426b6d1123b12bf753b05f68cd8f340dfd4cce",
    "cross_cats_sorted": [
      "math.CA",
      "math.PR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-09-25T14:23:04Z",
    "title_canon_sha256": "4d3fe165c67126295a8b6df3b7df9f5a58041fad674095380d01cbd1a6b776fa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.16963",
    "kind": "arxiv",
    "version": 2
  }
}