Pith Number

pith:27SWTQYW

pith:2023:27SWTQYW3G7R3MT6ZQJJ5TTPW4

not attested not anchored not stored refs pending

Training-Free Neural Active Learning with Initialization-Robustness Guarantees

Apivich Hemachandra, Bryan Kian Hsiang Low, Jasraj Singh, See-kiong Ng, Zhongxiang Dai

arxiv:2306.04454 v1 · 2023-06-07 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{27SWTQYW3G7R3MT6ZQJJ5TTPW4}

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

Uncovering Scaling Laws for Large Language Models via Inverse Problems

Receipt and verification

First computed	2026-07-05T06:18:30.498053Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d7e569c316d9bf1db27ecc129ece6fb731ac85a6de9597e5e66c9ac919ed2c60

Aliases

arxiv: 2306.04454 · arxiv_version: 2306.04454v1 · doi: 10.48550/arxiv.2306.04454 · pith_short_12: 27SWTQYW3G7R · pith_short_16: 27SWTQYW3G7R3MT6 · pith_short_8: 27SWTQYW

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/27SWTQYW3G7R3MT6ZQJJ5TTPW4 \
  | 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: d7e569c316d9bf1db27ecc129ece6fb731ac85a6de9597e5e66c9ac919ed2c60

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f267a4d6416e58ea224ab7dc385b02cd64cce3ff7997ec901f87e5a84fc0df21",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-07T14:28:42Z",
    "title_canon_sha256": "da837278584eb7929fb46575fe1f136dce737c305ff8cbac30ea6acf63d09b61"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.04454",
    "kind": "arxiv",
    "version": 1
  }
}