Pith Number

pith:KYIX2YUO

pith:2014:KYIX2YUOIGXYJSVYLNA3OTWV3Q

not attested not anchored not stored refs pending

Near Optimal Bayesian Active Learning for Decision Making

Amin Karbasi, Andreas Krause, J. Andrew Bagnell, Shervin Javdani, Siddhartha Srinivasa, Yuxin Chen

arxiv:1402.5886 v1 · 2014-02-24 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KYIX2YUOIGXYJSVYLNA3OTWV3Q}

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	2026-05-18T02:58:13.004685Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

56117d628e41af84cab85b41b74ed5dc1bdf6cd44a8b79d139cea03eb016b039

Aliases

arxiv: 1402.5886 · arxiv_version: 1402.5886v1 · doi: 10.48550/arxiv.1402.5886 · pith_short_12: KYIX2YUOIGXY · pith_short_16: KYIX2YUOIGXYJSVY · pith_short_8: KYIX2YUO

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/KYIX2YUOIGXYJSVYLNA3OTWV3Q \
  | 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: 56117d628e41af84cab85b41b74ed5dc1bdf6cd44a8b79d139cea03eb016b039

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aa865cbd32372a3a027fe79f58e31c54e5ac68864c10dc3a0db45c3aa12a227b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2014-02-24T16:59:21Z",
    "title_canon_sha256": "4190bc2078ee7360dd1a8d728647b15bc6f87c552e9150237d84ca73ff667daf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1402.5886",
    "kind": "arxiv",
    "version": 1
  }
}