Pith Number

pith:NOLWYKUV

pith:2020:NOLWYKUVON3P5I7ZAYIZRC3PKB

not attested not anchored not stored refs pending

Combining Offline Causal Inference and Online Bandit Learning for Data Driven Decision

Hong Xie, John C.S. Lui, Li Ye, Yishi Lin

arxiv:2001.05699 v2 · 2020-01-16 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NOLWYKUVON3P5I7ZAYIZRC3PKB}

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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

Contextual Online Pricing with (Biased) Offline Data

Receipt and verification

First computed	2026-07-05T01:49:49.286641Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6b976c2a957376fea3f90611988b6f506e6f9ab60206558e0689a8c514ab020b

Aliases

arxiv: 2001.05699 · arxiv_version: 2001.05699v2 · doi: 10.48550/arxiv.2001.05699 · pith_short_12: NOLWYKUVON3P · pith_short_16: NOLWYKUVON3P5I7Z · pith_short_8: NOLWYKUV

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/NOLWYKUVON3P5I7ZAYIZRC3PKB \
  | 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: 6b976c2a957376fea3f90611988b6f506e6f9ab60206558e0689a8c514ab020b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ab39c2a4deafa2900d120bed261bed3a78909d3a76321894e8bbf60f9fe8e249",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-01-16T08:58:42Z",
    "title_canon_sha256": "10ddb57170e4c89667abe9a8b925c4933e328c22520f453c0a6aed53def8609a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2001.05699",
    "kind": "arxiv",
    "version": 2
  }
}