Pith Number

pith:SXYDIKRZ

pith:2023:SXYDIKRZPVCA7BF25WIJYBVHCH

not attested not anchored not stored refs pending

Covert Online Decision Making: From Sequential Hypothesis Testing to Stochastic Bandits

Matthieu R. Bloch, Meng-Che Chang

arxiv:2311.12176 v1 · 2023-11-20 · cs.IT · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SXYDIKRZPVCA7BF25WIJYBVHCH}

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

Constrained Online Decision-Making: A Unified Framework

Receipt and verification

First computed	2026-07-05T07:15:01.660148Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

95f0342a397d440f84baed909c06a711fd705425e9211660c36fff8cff63933d

Aliases

arxiv: 2311.12176 · arxiv_version: 2311.12176v1 · doi: 10.48550/arxiv.2311.12176 · pith_short_12: SXYDIKRZPVCA · pith_short_16: SXYDIKRZPVCA7BF2 · pith_short_8: SXYDIKRZ

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/SXYDIKRZPVCA7BF25WIJYBVHCH \
  | 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: 95f0342a397d440f84baed909c06a711fd705425e9211660c36fff8cff63933d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1c20aba25e2026ad1454212f57c5a52b567e5be663fbdde0d031cfabd9618584",
    "cross_cats_sorted": [
      "math.IT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2023-11-20T20:43:49Z",
    "title_canon_sha256": "b7a14842f19857147b2a7a927fac3de9998c39f9af2a69452cd3553a4f3c8084"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.12176",
    "kind": "arxiv",
    "version": 1
  }
}