Pith Number

pith:2E2MDOOX

pith:2020:2E2MDOOXJLTLQW4PEHYCWTHU2X

not attested not anchored not stored refs pending

Randomised Gaussian Process Upper Confidence Bound for Bayesian Optimisation

Julian Berk, Santu Rana, Sunil Gupta, Svetha Venkatesh

arxiv:2006.04296 v1 · 2020-06-08 · 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{2E2MDOOXJLTLQW4PEHYCWTHU2X}

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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

Wasserstein Barycenter Gaussian Process based Bayesian Optimization

Receipt and verification

First computed	2026-07-05T01:08:37.862735Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d134c1b9d74ae6b85b8f21f02b4cf4d5c4fbdbc6157ec8ead3adfef923657036

Aliases

arxiv: 2006.04296 · arxiv_version: 2006.04296v1 · doi: 10.48550/arxiv.2006.04296 · pith_short_12: 2E2MDOOXJLTL · pith_short_16: 2E2MDOOXJLTLQW4P · pith_short_8: 2E2MDOOX

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/2E2MDOOXJLTLQW4PEHYCWTHU2X \
  | 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: d134c1b9d74ae6b85b8f21f02b4cf4d5c4fbdbc6157ec8ead3adfef923657036

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9d6bf5937513df556a6e038a6cb43feb26c41e3d2c50420e41dba6e964a1efe7",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-08T00:28:41Z",
    "title_canon_sha256": "fdaaf8ed687c80cd44dff3a9dfaeefe7386e5f87378f1b1e79674c5872163374"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.04296",
    "kind": "arxiv",
    "version": 1
  }
}