Pith Number

pith:LOTIHLVF

pith:2020:LOTIHLVFEJLIHYN2GTOGNW5TOY

not attested not anchored not stored refs pending

On Lower Bounds for Standard and Robust Gaussian Process Bandit Optimization

Jonathan Scarlett, Xu Cai

arxiv:2008.08757 v2 · 2020-08-20 · stat.ML · cs.IT · cs.LG · math.IT · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LOTIHLVFEJLIHYN2GTOGNW5TOY}

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

Efficient and Principled Scientific Discovery through Bayesian Optimization: A Tutorial

Receipt and verification

First computed	2026-07-05T02:42:26.441730Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5ba683aea5225683e1ba34dc66dbb37605084843e4db8cb67a4afeb5523791e9

Aliases

arxiv: 2008.08757 · arxiv_version: 2008.08757v2 · doi: 10.48550/arxiv.2008.08757 · pith_short_12: LOTIHLVFEJLI · pith_short_16: LOTIHLVFEJLIHYN2 · pith_short_8: LOTIHLVF

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/LOTIHLVFEJLIHYN2GTOGNW5TOY \
  | 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: 5ba683aea5225683e1ba34dc66dbb37605084843e4db8cb67a4afeb5523791e9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cfdb4c9eb7e58fc2ed1308129e1b1cafdbc282da57325c2820d0c493ae99ce09",
    "cross_cats_sorted": [
      "cs.IT",
      "cs.LG",
      "math.IT",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2020-08-20T03:48:14Z",
    "title_canon_sha256": "c6264bdb0cc5be97298b62d9a65e498b8d52ed62809ff8d505f4f8673abf2485"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2008.08757",
    "kind": "arxiv",
    "version": 2
  }
}