Pith Number

pith:MV3W4QCB

pith:2024:MV3W4QCBCIHG24ADFAO74MDORL

not attested not anchored not stored refs pending

ExpTest: Automating Learning Rate Searching and Tuning with Insights from Linearized Neural Networks

Naoko Mizuno, Zan Chaudhry

arxiv:2411.16975 v1 · 2024-11-25 · 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{MV3W4QCBCIHG24ADFAO74MDORL}

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.

Receipt and verification

First computed	2026-07-05T09:40:25.450061Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

65776e4041120e6d7003281dfe306e8ac89166a7da635f05273faac4b6a95536

Aliases

arxiv: 2411.16975 · arxiv_version: 2411.16975v1 · doi: 10.48550/arxiv.2411.16975 · pith_short_12: MV3W4QCBCIHG · pith_short_16: MV3W4QCBCIHG24AD · pith_short_8: MV3W4QCB

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/MV3W4QCBCIHG24ADFAO74MDORL \
  | 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: 65776e4041120e6d7003281dfe306e8ac89166a7da635f05273faac4b6a95536

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c660530cc69c937ad938bb6d7cb86d80447c566907d54dff060d85d0e8d3f6f1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-25T22:58:22Z",
    "title_canon_sha256": "4dbac082757658aa112b03a8a0cd12db0489d6fcd9fecddc21211167abf94ef2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.16975",
    "kind": "arxiv",
    "version": 1
  }
}