Pith Number

pith:QDCJZQUD

pith:2018:QDCJZQUDIGWOZBGAW3YWKGHXT5

not attested not anchored not stored refs pending

Dynamic Control of Explore/Exploit Trade-Off In Bayesian Optimization

Dipti Jasrasaria, Edward O. Pyzer-Knapp

arxiv:1807.01279 v1 · 2018-07-03 · stat.ML · cs.AI · 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{QDCJZQUDIGWOZBGAW3YWKGHXT5}

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.

Receipt and verification

First computed	2026-05-18T00:11:44.729797Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

80c49cc28341acec84c0b6f16518f79f6dcea13cdfce20e3484e79f89e773860

Aliases

arxiv: 1807.01279 · arxiv_version: 1807.01279v1 · doi: 10.48550/arxiv.1807.01279 · pith_short_12: QDCJZQUDIGWO · pith_short_16: QDCJZQUDIGWOZBGA · pith_short_8: QDCJZQUD

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/QDCJZQUDIGWOZBGAW3YWKGHXT5 \
  | 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: 80c49cc28341acec84c0b6f16518f79f6dcea13cdfce20e3484e79f89e773860

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3196ed7d1f2f59bbdde1f9eba67e427e6b1dffb9855cc08a89d3791c0a06548a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-07-03T16:56:05Z",
    "title_canon_sha256": "7693d140b82e0bbf86a4156afc96bf34aeffbf045c56f01ba37379b845e2abf2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1807.01279",
    "kind": "arxiv",
    "version": 1
  }
}