Pith Number

pith:LMRUS3XT

pith:2021:LMRUS3XTDAN4C6DKTF3MGRENG4

not attested not anchored not stored refs pending

Diversified Sampling for Batched Bayesian Optimization with Determinantal Point Processes

Andreas Krause, Elvis Nava, Mojm\'ir Mutn\'y

arxiv:2110.11665 v2 · 2021-10-22 · 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{LMRUS3XTDAN4C6DKTF3MGRENG4}

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

Building informative materials datasets beyond targeted objectives

Receipt and verification

First computed	2026-07-05T03:54:42.644090Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5b23496ef3181bc1786a9976c3448d3713a59ad969778d2ce55a90b4253f0b3d

Aliases

arxiv: 2110.11665 · arxiv_version: 2110.11665v2 · doi: 10.48550/arxiv.2110.11665 · pith_short_12: LMRUS3XTDAN4 · pith_short_16: LMRUS3XTDAN4C6DK · pith_short_8: LMRUS3XT

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/LMRUS3XTDAN4C6DKTF3MGRENG4 \
  | 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: 5b23496ef3181bc1786a9976c3448d3713a59ad969778d2ce55a90b4253f0b3d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4b08161e8b5264ab248acf1c92d3719319f4f8ab17d64039b69e75ccc0458b4e",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-22T08:51:28Z",
    "title_canon_sha256": "9785a274517b6b84fe9b56cdbcfca79b0df7c90a7cf381bf3d4988f548822f84"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.11665",
    "kind": "arxiv",
    "version": 2
  }
}