Pith Number

pith:H5HSXINO

pith:2024:H5HSXINO4QZJETQQV5G7PZODHZ

not attested not anchored not stored refs pending

Gradient dynamics for low-rank fine-tuning beyond kernels

Arif Kerem Dayi, Sitan Chen

arxiv:2411.15385 v1 · 2024-11-23 · cs.LG · math.ST · stat.ML · 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{H5HSXINO4QZJETQQV5G7PZODHZ}

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

Mixture of Experts Provably Detect and Learn the Latent Cluster Structure in Gradient-Based Learning

Receipt and verification

First computed	2026-07-05T09:39:33.865490Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3f4f2ba1aee432924e10af4df7e5c33e7628dbca56646363991872574a2fa340

Aliases

arxiv: 2411.15385 · arxiv_version: 2411.15385v1 · doi: 10.48550/arxiv.2411.15385 · pith_short_12: H5HSXINO4QZJ · pith_short_16: H5HSXINO4QZJETQQ · pith_short_8: H5HSXINO

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/H5HSXINO4QZJETQQV5G7PZODHZ \
  | 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: 3f4f2ba1aee432924e10af4df7e5c33e7628dbca56646363991872574a2fa340

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "51f833e8c4b8c17adc166935129057ce9da583c07794c4c10dcb2b41cde01c53",
    "cross_cats_sorted": [
      "math.ST",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-23T00:00:28Z",
    "title_canon_sha256": "e050a4adadfb2713014f623206381d128f8bfdd9a879a001aea010bc9b6f34d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.15385",
    "kind": "arxiv",
    "version": 1
  }
}