Pith Number

pith:QNWA7FJW

pith:2016:QNWA7FJWYHGFNHTAUUUMGDU2ME

not attested not anchored not stored refs pending

Near-optimal Bayesian Active Learning with Correlated and Noisy Tests

Andreas Krause, S. Hamed Hassani, Yuxin Chen

arxiv:1605.07334 v2 · 2016-05-24 · 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{QNWA7FJWYHGFNHTAUUUMGDU2ME}

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	2026-05-18T01:11:17.173928Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

836c0f9536c1cc569e60a528c30e9a612407f51f950c296ec290aa4d551376ea

Aliases

arxiv: 1605.07334 · arxiv_version: 1605.07334v2 · doi: 10.48550/arxiv.1605.07334 · pith_short_12: QNWA7FJWYHGF · pith_short_16: QNWA7FJWYHGFNHTA · pith_short_8: QNWA7FJW

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/QNWA7FJWYHGFNHTAUUUMGDU2ME \
  | 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: 836c0f9536c1cc569e60a528c30e9a612407f51f950c296ec290aa4d551376ea

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "859f88607fbbed512c8190ee0f7f13d6d9b647aec048211da2e764f99b702259",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-05-24T08:25:27Z",
    "title_canon_sha256": "e49a6ad13afc3378d8b2c76ff77ad975606180d9bee4654877c0ddd05acc90fd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1605.07334",
    "kind": "arxiv",
    "version": 2
  }
}