Pith Number

pith:6NLXMZGE

pith:2020:6NLXMZGE4NFQMYIGWRWFGQ53FL

not attested not anchored not stored refs pending

Open Bandit Dataset and Pipeline: Towards Realistic and Reproducible Off-Policy Evaluation

Megumi Matsutani, Shunsuke Aihara, Yusuke Narita, Yuta Saito

arxiv:2008.07146 v5 · 2020-08-17 · cs.LG · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6NLXMZGE4NFQMYIGWRWFGQ53FL}

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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

6 papers in Pith

Estimating Causal Effects from Data Generated by Stochastic Algorithms

Fed-CausalDiff: Decoupled Synchronization for Federated Do-Simulation and Policy Evaluation

Decision-Calibrated Conformal Uncertainty for Pacing Decisions in Streaming Advertising

Exploitation Over Exploration: Unmasking the Bias in Linear Bandit Recommender Offline Evaluation

Asymptotically Log-Optimal Bayes-Assisted Confidence Sequences for Bounded Means

Receipt and verification

First computed	2026-07-05T03:25:28.830268Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f3577664c4e34b066106b46c5343bb2af5343889a03b192788df4a85f0c80ba2

Aliases

arxiv: 2008.07146 · arxiv_version: 2008.07146v5 · doi: 10.48550/arxiv.2008.07146 · pith_short_12: 6NLXMZGE4NFQ · pith_short_16: 6NLXMZGE4NFQMYIG · pith_short_8: 6NLXMZGE

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/6NLXMZGE4NFQMYIGWRWFGQ53FL \
  | 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: f3577664c4e34b066106b46c5343bb2af5343889a03b192788df4a85f0c80ba2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c5c8509fd7f5ca9eaf2600ecffecc38e83d96d02402df0e746f82880624ac506",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-08-17T08:23:50Z",
    "title_canon_sha256": "02959645cae847a55caa445a0a536cc864af2a76c22e4d89a4dd62bf4e4edf42"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2008.07146",
    "kind": "arxiv",
    "version": 5
  }
}