Pith Number

pith:AZ67ZLSN

pith:2016:AZ67ZLSNRMUY6R6Z7ABVCIMGPV

not attested not anchored not stored refs pending

The Multi-fidelity Multi-armed Bandit

Barnab\'as P\'oczos, Gautam Dasarathy, Jeff Schneider, Kirthevasan Kandasamy

arxiv:1610.09726 v1 · 2016-10-30 · 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{AZ67ZLSNRMUY6R6Z7ABVCIMGPV}

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	2026-05-18T01:00:47.313345Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

067dfcae4d8b298f47d9f8035121867d554a2812f65dcad6c93d341486b7e48c

Aliases

arxiv: 1610.09726 · arxiv_version: 1610.09726v1 · doi: 10.48550/arxiv.1610.09726 · pith_short_12: AZ67ZLSNRMUY · pith_short_16: AZ67ZLSNRMUY6R6Z · pith_short_8: AZ67ZLSN

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/AZ67ZLSNRMUY6R6Z7ABVCIMGPV \
  | 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: 067dfcae4d8b298f47d9f8035121867d554a2812f65dcad6c93d341486b7e48c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "70ba88bc5dc36dd56ee8f14f71c62fd1800e349686f6e1c3c4f7250e461d9c2c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-10-30T23:07:49Z",
    "title_canon_sha256": "253c0425726633f1a959ccf6104cf381fe5bb5fb557d9b8d6fd45c9bd0752d2b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1610.09726",
    "kind": "arxiv",
    "version": 1
  }
}