Pith Number

pith:MPZKC47P

pith:2024:MPZKC47PDWYQX5PLQ44W4UHTT5

not attested not anchored not stored refs pending

Control of Overfitting with Physics

Alexander N Pechen, Ilya A Lopatin, Sergei V. Kozyrev

arxiv:2412.10716 v1 · 2024-12-14 · 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{MPZKC47PDWYQX5PLQ44W4UHTT5}

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

Predator-Prey Model: Driven Hunt for Accelerated Grokking

Receipt and verification

First computed	2026-07-05T09:49:20.313502Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

63f2a173ef1db10bf5eb87396e50f39f5de1929aa72c6a70d8a74b7e7d5c65e0

Aliases

arxiv: 2412.10716 · arxiv_version: 2412.10716v1 · doi: 10.48550/arxiv.2412.10716 · pith_short_12: MPZKC47PDWYQ · pith_short_16: MPZKC47PDWYQX5PL · pith_short_8: MPZKC47P

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/MPZKC47PDWYQX5PLQ44W4UHTT5 \
  | 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: 63f2a173ef1db10bf5eb87396e50f39f5de1929aa72c6a70d8a74b7e7d5c65e0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "297b08dce110bdd927231cdbf1a547dc1d3864c081f0cfb00cf18fc2a899496a",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-14T07:20:33Z",
    "title_canon_sha256": "837a5fb5cfc241685236eafdb4f0e0c5390146c2ffceca91bdc10b351caec898"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.10716",
    "kind": "arxiv",
    "version": 1
  }
}