Pith Number

pith:NV3VLJEI

pith:2016:NV3VLJEIO66WDNOVAIHWBGJMPL

not attested not anchored not stored refs pending

Hypervolume-based Multi-objective Bayesian Optimization with Student-t Processes

Ivo Couckuyt, Joachim van der Herten, Tom Dhaene

arxiv:1612.00393 v1 · 2016-12-01 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NV3VLJEIO66WDNOVAIHWBGJMPL}

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

Gearing Gaussian process modeling and sequential design towards stochastic simulators

Receipt and verification

First computed	2026-05-18T00:56:05.328102Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6d7755a48877bd61b5d5020f60992c7af00274aa950a455867e8a681dbf621eb

Aliases

arxiv: 1612.00393 · arxiv_version: 1612.00393v1 · doi: 10.48550/arxiv.1612.00393 · pith_short_12: NV3VLJEIO66W · pith_short_16: NV3VLJEIO66WDNOV · pith_short_8: NV3VLJEI

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/NV3VLJEIO66WDNOVAIHWBGJMPL \
  | 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: 6d7755a48877bd61b5d5020f60992c7af00274aa950a455867e8a681dbf621eb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2dcc7c7861d28925b40da239b0f046fc9310b34f2b8930885c2e6e36208c56d1",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2016-12-01T19:41:50Z",
    "title_canon_sha256": "aded044701299134087eafeb2db5e9ea117a98be0cd82e7e178d6286673442d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1612.00393",
    "kind": "arxiv",
    "version": 1
  }
}