Pith Number

pith:SN723I2R

pith:2022:SN723I2RUQ7L6EI557SJNHT7HV

not attested not anchored not stored refs pending

Online Statistical Inference in Decision-Making with Matrix Context

Qiyu Han, Will Wei Sun, Yichen Zhang

arxiv:2212.11385 v2 · 2022-12-21 · stat.ML · cs.LG · math.ST · stat.TH

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SN723I2RUQ7L6EI557SJNHT7HV}

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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

Online Experimental Design With Estimation-Regret Trade-off Under Network Interference

Receipt and verification

First computed	2026-07-05T10:51:03.092777Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

937fada351a43ebf111defe4969e7f3d708210ff125cd839e38b14c293e86641

Aliases

arxiv: 2212.11385 · arxiv_version: 2212.11385v2 · doi: 10.48550/arxiv.2212.11385 · pith_short_12: SN723I2RUQ7L · pith_short_16: SN723I2RUQ7L6EI5 · pith_short_8: SN723I2R

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/SN723I2RUQ7L6EI557SJNHT7HV \
  | 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: 937fada351a43ebf111defe4969e7f3d708210ff125cd839e38b14c293e86641

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d097c4e5d99ce571dafbcec0cb208b43f12e558cd123883bb342e081fe85e5ae",
    "cross_cats_sorted": [
      "cs.LG",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-12-21T22:03:06Z",
    "title_canon_sha256": "2a3bfdfa341e610762a22ff65cbb781241402bc24dedb7eacb995eece74b1cde"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.11385",
    "kind": "arxiv",
    "version": 2
  }
}