Pith Number

pith:DFPKXK6M

pith:2025:DFPKXK6MTH2SX524Z54IVN3ZWQ

not attested not anchored not stored refs pending

A Combinatorial Theory of Dropout: Subnetworks, Graph Geometry, and Generalization

Sahil Rajesh Dhayalkar

arxiv:2504.14762 v2 · 2025-04-20 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DFPKXK6MTH2SX524Z54IVN3ZWQ}

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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

1 paper in Pith

Discrete Functional Geometry of ReLU Networks via ReLU Transition Graphs

Receipt and verification

First computed	2026-07-05T11:11:44.180681Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

195eababcc99f52bf75ccf788ab779b4288db7b30ea76d6a7b790cb65047451f

Aliases

arxiv: 2504.14762 · arxiv_version: 2504.14762v2 · doi: 10.48550/arxiv.2504.14762 · pith_short_12: DFPKXK6MTH2S · pith_short_16: DFPKXK6MTH2SX524 · pith_short_8: DFPKXK6M

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/DFPKXK6MTH2SX524Z54IVN3ZWQ \
  | 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: 195eababcc99f52bf75ccf788ab779b4288db7b30ea76d6a7b790cb65047451f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e318adf0d4db3355f17bd7d10859f9c2d376008004ca90bc3add6504a77c31b8",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-20T23:09:20Z",
    "title_canon_sha256": "f87889d5de008d60053b8e35707d9a03be9cc0b99eeefd2616652b1e7db1420e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.14762",
    "kind": "arxiv",
    "version": 2
  }
}