Pith Number

pith:PCU62FAU

pith:2023:PCU62FAUOB4OIZ73CBFK2LXYW6

not attested not anchored not stored refs pending

Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces

Leonard Papenmeier, Luigi Nardi, Matthias Poloczek

arxiv:2304.11468 v1 · 2023-04-22 · 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{PCU62FAUOB4OIZ73CBFK2LXYW6}

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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

Global Convergence of Sampling-Based Nonconvex Optimization through Diffusion-Style Smoothing

Receipt and verification

First computed	2026-05-17T23:39:01.877941Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

78a9ed14147078e467fb104aad2ef8b7bac114b8bbfa7a415f8b7da4b42ed74a

Aliases

arxiv: 2304.11468 · arxiv_version: 2304.11468v1 · doi: 10.48550/arxiv.2304.11468 · pith_short_12: PCU62FAUOB4O · pith_short_16: PCU62FAUOB4OIZ73 · pith_short_8: PCU62FAU

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/PCU62FAUOB4OIZ73CBFK2LXYW6 \
  | 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: 78a9ed14147078e467fb104aad2ef8b7bac114b8bbfa7a415f8b7da4b42ed74a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c8dcde57d92117189d349d0768282ef842fb62a2b2e6a788d45696b34652159f",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-04-22T19:20:39Z",
    "title_canon_sha256": "b0029edea0f7710a7c7b19d96dcaa3dc0d851b6be3368e2bddac3b3168521392"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.11468",
    "kind": "arxiv",
    "version": 1
  }
}