Pith Number

pith:VK23TL4K

pith:2024:VK23TL4KH573LE7AZO3H5RZ3FV

not attested not anchored not stored refs pending

A Bayesian Interpretation of Adaptive Low-Rank Adaptation

Haolin Chen, Philip N. Garner

arxiv:2409.10673 v2 · 2024-09-16 · cs.LG · cs.CL · 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{VK23TL4KH573LE7AZO3H5RZ3FV}

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

Improving LoRA with Variational Learning

Receipt and verification

First computed	2026-07-05T09:59:52.581898Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aab5b9af8a3f7fb593e0cbb67ec73b2d4e1e6fb8a533717ff359da471ce0e97f

Aliases

arxiv: 2409.10673 · arxiv_version: 2409.10673v2 · doi: 10.48550/arxiv.2409.10673 · pith_short_12: VK23TL4KH573 · pith_short_16: VK23TL4KH573LE7A · pith_short_8: VK23TL4K

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/VK23TL4KH573LE7AZO3H5RZ3FV \
  | 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: aab5b9af8a3f7fb593e0cbb67ec73b2d4e1e6fb8a533717ff359da471ce0e97f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4839ad734f67cdc6a44c586363be60d34b7c3ca40640c5095f42890264a7e062",
    "cross_cats_sorted": [
      "cs.CL",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-16T19:14:35Z",
    "title_canon_sha256": "6be779e4cef605ddc69818e281c443df23b9c4e0898ea3ac25fd1dd7519826d5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.10673",
    "kind": "arxiv",
    "version": 2
  }
}