Pith Number

pith:F6JUYVTM

pith:2024:F6JUYVTM7GVZOKOACRIQORMSQJ

not attested not anchored not stored refs pending

Sharpness-Aware Black-Box Optimization

Feiyang Ye, Ivor Tsang, Masashi Sugiyama, Xuehao Wang, Yueming Lyu, Yu Zhang

arxiv:2410.12457 v1 · 2024-10-16 · 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{F6JUYVTM7GVZOKOACRIQORMSQJ}

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

ESSAM: A Novel Competitive Evolution Strategies Approach to Reinforcement Learning for Memory Efficient LLMs Fine-Tuning

Receipt and verification

First computed	2026-07-05T09:21:29.249790Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2f934c566cf9ab9729c01451074592824815880ac43c4497b3553f52dbe8fa5d

Aliases

arxiv: 2410.12457 · arxiv_version: 2410.12457v1 · doi: 10.48550/arxiv.2410.12457 · pith_short_12: F6JUYVTM7GVZ · pith_short_16: F6JUYVTM7GVZOKOA · pith_short_8: F6JUYVTM

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/F6JUYVTM7GVZOKOACRIQORMSQJ \
  | 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: 2f934c566cf9ab9729c01451074592824815880ac43c4497b3553f52dbe8fa5d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "257e385d9079e47a672c9974d4a76e252b92b9df56162806291d82d9a2cb5de0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-16T11:08:06Z",
    "title_canon_sha256": "041967e2da98940b584208e290f8bf3e6a3ed92f75de9e9c8b39e9ed499779ff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.12457",
    "kind": "arxiv",
    "version": 1
  }
}