Pith Number

pith:JHDGGT3F

pith:2025:JHDGGT3FDX6MREHBXPKYZ6BIWI

not attested not anchored not stored refs pending

Sharp Generalization Bounds for Foundation Models with Asymmetric Randomized Low-Rank Adapters

Anastasis Kratsios, Aurelien Lucchi, Haitz S\'aez de Oc\'ariz Borde, Tin Sum Cheng

arxiv:2506.14530 v1 · 2025-06-17 · stat.ML · cs.AI · cs.LG · cs.NE · math.ST · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JHDGGT3FDX6MREHBXPKYZ6BIWI}

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

4 papers in Pith

High-Dimensional Theory of LoRA Fine-Tuning in a Solvable Attention Model

The Deterministic Horizon: Impossibility Results as Design Specifications for Trustworthy AI Systems

LoRA vs. Full Fine-Tuning: A Theoretical Perspective

Training-Free Generative Sampling via Moment-Matched Score Smoothing

Receipt and verification

First computed	2026-07-05T11:22:58.268095Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

49c6634f651dfcc890e1bbd58cf828b236bce8f84495108ef925d23f0522c645

Aliases

arxiv: 2506.14530 · arxiv_version: 2506.14530v1 · doi: 10.48550/arxiv.2506.14530 · pith_short_12: JHDGGT3FDX6M · pith_short_16: JHDGGT3FDX6MREHB · pith_short_8: JHDGGT3F

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/JHDGGT3FDX6MREHBXPKYZ6BIWI \
  | 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: 49c6634f651dfcc890e1bbd58cf828b236bce8f84495108ef925d23f0522c645

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "03de1b79514425f28da9f824e70a7ce00c89b57a91e57d78c5c6bf81e0a43668",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.NE",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-06-17T13:55:13Z",
    "title_canon_sha256": "5206fb191b2dc2cdd6ab2eaefa9ec0bfb4dbf35c0e3e1b2fba054eabd96f4bed"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.14530",
    "kind": "arxiv",
    "version": 1
  }
}