Pith Number

pith:6LDK2DLG

pith:2024:6LDK2DLGV4KJ7KKBZWL2DD3DJ3

not attested not anchored not stored refs pending

Interpreting Neural Networks through Mahalanobis Distance

Alan Oursland

arxiv:2410.19352 v1 · 2024-10-25 · cs.LG · cs.AI · 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{6LDK2DLGV4KJ7KKBZWL2DD3DJ3}

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

Neural Networks Learn Distance Metrics

Receipt and verification

First computed	2026-07-05T09:25:55.364173Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f2c6ad0d66af149fa941cd97a18f634ed41c35bd989ee81ab682daa7e41e3e10

Aliases

arxiv: 2410.19352 · arxiv_version: 2410.19352v1 · doi: 10.48550/arxiv.2410.19352 · pith_short_12: 6LDK2DLGV4KJ · pith_short_16: 6LDK2DLGV4KJ7KKB · pith_short_8: 6LDK2DLG

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/6LDK2DLGV4KJ7KKBZWL2DD3DJ3 \
  | 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: f2c6ad0d66af149fa941cd97a18f634ed41c35bd989ee81ab682daa7e41e3e10

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6a55de6627d4cfe78eee8f164fd10b74640b9b03faad903cbce6b0a5d4197f76",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-25T07:21:44Z",
    "title_canon_sha256": "52e9280e6c350a7082adde4a78c36e0ccbd028aba58e80a89c1c0fada3b1cb62"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.19352",
    "kind": "arxiv",
    "version": 1
  }
}