Pith Number

pith:B5IFAKOS

pith:2024:B5IFAKOSTMDN6LHOWSA6MNZTMF

not attested not anchored not stored refs pending

Minimax Optimality of Score-based Diffusion Models: Beyond the Density Lower Bound Assumptions

Caitlyn H. Yin, Feng Liang, Jingbo Liu, Kaihong Zhang

arxiv:2402.15602 v2 · 2024-02-23 · math.ST · cs.IT · cs.LG · math.IT · stat.ML · stat.TH

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{B5IFAKOSTMDN6LHOWSA6MNZTMF}

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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

Diffusion Models Adapt to Low-Dimensional Structure Under Flexible Coefficient Choices

Receipt and verification

First computed	2026-07-05T08:47:50.106344Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0f505029d29b06df2ceeb481e637336167d786b368144c143154c1f4e84843a3

Aliases

arxiv: 2402.15602 · arxiv_version: 2402.15602v2 · doi: 10.48550/arxiv.2402.15602 · pith_short_12: B5IFAKOSTMDN · pith_short_16: B5IFAKOSTMDN6LHO · pith_short_8: B5IFAKOS

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/B5IFAKOSTMDN6LHOWSA6MNZTMF \
  | 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: 0f505029d29b06df2ceeb481e637336167d786b368144c143154c1f4e84843a3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4ef1bd08b802fae79cc564162ad806c6daffccef596bae0351823f65443ac187",
    "cross_cats_sorted": [
      "cs.IT",
      "cs.LG",
      "math.IT",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.ST",
    "submitted_at": "2024-02-23T20:51:31Z",
    "title_canon_sha256": "232caf650e5dbe698a4e7d3673c76c54f6e022df68fc181979ae10c794e9fb93"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.15602",
    "kind": "arxiv",
    "version": 2
  }
}