Pith Number

pith:55IGERON

pith:2021:55IGERONLPJZKZPOC6ZDI6L5ZZ

not attested not anchored not stored refs pending

Parallel Bayesian Optimization of Multiple Noisy Objectives with Expected Hypervolume Improvement

Eytan Bakshy, Maximilian Balandat, Samuel Daulton

arxiv:2105.08195 v2 · 2021-05-17 · cs.LG · cs.AI · 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{55IGERONLPJZKZPOC6ZDI6L5ZZ}

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

MobileLLM-Flash: Latency-Guided On-Device LLM Design for Industry Scale Deployment

Receipt and verification

First computed	2026-07-05T03:26:16.978938Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ef506245cd5bd39565ee17b234797dce74fb9b56e0e4e0272c4365819884bcbf

Aliases

arxiv: 2105.08195 · arxiv_version: 2105.08195v2 · doi: 10.48550/arxiv.2105.08195 · pith_short_12: 55IGERONLPJZ · pith_short_16: 55IGERONLPJZKZPO · pith_short_8: 55IGERON

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/55IGERONLPJZKZPOC6ZDI6L5ZZ \
  | 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: ef506245cd5bd39565ee17b234797dce74fb9b56e0e4e0272c4365819884bcbf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0e823edd383369d5b41e165cca926d1f026c129de8e78dfbc9d4c64e9d6e1fdd",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-05-17T23:31:42Z",
    "title_canon_sha256": "99ca6f8d868524fb878ec9464c8783bc77e0e36aefae07a37196b3f8912b802d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.08195",
    "kind": "arxiv",
    "version": 2
  }
}