Pith Number

pith:M46NB45H

pith:2024:M46NB45HUVA3POX4IFLMY75HCD

not attested not anchored not stored refs pending

No-Free-Lunch Theories for Tensor-Network Machine Learning Models

Dong-Ling Deng, Jing-Chuan Wu, Li-Wei Yu, Qi Ye

arxiv:2412.05674 v1 · 2024-12-07 · quant-ph · cs.AI · cs.DS · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{M46NB45HUVA3POX4IFLMY75HCD}

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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

When AI meets quantum information: A comprehensive review

Receipt and verification

First computed	2026-07-05T09:46:07.215958Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

673cd0f3a7a541b7bafc4156cc7fa710fc6bfd2b5393fcc4ede41c7cb6664fa1

Aliases

arxiv: 2412.05674 · arxiv_version: 2412.05674v1 · doi: 10.48550/arxiv.2412.05674 · pith_short_12: M46NB45HUVA3 · pith_short_16: M46NB45HUVA3POX4 · pith_short_8: M46NB45H

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/M46NB45HUVA3POX4IFLMY75HCD \
  | 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: 673cd0f3a7a541b7bafc4156cc7fa710fc6bfd2b5393fcc4ede41c7cb6664fa1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "148170fd094462b187beb6b8e61a3f83cbe624f564d1d68bacccdb9ba0b5ccf8",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DS",
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2024-12-07T14:41:24Z",
    "title_canon_sha256": "9d556785431ba9539dd69fcd3fe3b4c30925fcf8a848befba4285194989e0ebb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.05674",
    "kind": "arxiv",
    "version": 1
  }
}