Pith Number

pith:H4LSHUFG

pith:2018:H4LSHUFGRLW7SVB62A22MDNM7C

not attested not anchored not stored refs pending

A Flexible Framework for Multi-Objective Bayesian Optimization using Random Scalarizations

Barnab\'as P\'oczos, Biswajit Paria, Kirthevasan Kandasamy

arxiv:1805.12168 v3 · 2018-05-30 · cs.LG · 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{H4LSHUFGRLW7SVB62A22MDNM7C}

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

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality

Receipt and verification

First computed	2026-05-17T23:42:48.980573Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3f1723d0a68aedf9543ed035a60dacf8aac1be3ddd6602d0504adaf283950f13

Aliases

arxiv: 1805.12168 · arxiv_version: 1805.12168v3 · doi: 10.48550/arxiv.1805.12168 · pith_short_12: H4LSHUFGRLW7 · pith_short_16: H4LSHUFGRLW7SVB6 · pith_short_8: H4LSHUFG

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/H4LSHUFGRLW7SVB62A22MDNM7C \
  | 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: 3f1723d0a68aedf9543ed035a60dacf8aac1be3ddd6602d0504adaf283950f13

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fc318e599769193f1226b412116be06b6328e0201f1331577a8f2feea80104c0",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-05-30T18:27:23Z",
    "title_canon_sha256": "6179eed09ee581707696506bdf55e5750d71ffd12fcaeebcb01034875be193e1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1805.12168",
    "kind": "arxiv",
    "version": 3
  }
}