Pith Number

pith:F62N5BTX

pith:2008:F62N5BTXVJFGY54XEMWMNQDKKO

not attested not anchored not stored refs pending

The Offset Tree for Learning with Partial Labels

Alina Beygelzimer, John Langford

arxiv:0812.4044 v3 · 2008-12-21 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{F62N5BTXVJFGY54XEMWMNQDKKO}

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

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

Receipt and verification

First computed	2026-05-18T01:17:53.708082Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2fb4de8677aa4a6c7797232cc6c06a53b7e465988249e9df9bf0394eb7892ca1

Aliases

arxiv: 0812.4044 · arxiv_version: 0812.4044v3 · doi: 10.48550/arxiv.0812.4044 · pith_short_12: F62N5BTXVJFG · pith_short_16: F62N5BTXVJFGY54X · pith_short_8: F62N5BTX

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/F62N5BTXVJFGY54XEMWMNQDKKO \
  | 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: 2fb4de8677aa4a6c7797232cc6c06a53b7e465988249e9df9bf0394eb7892ca1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3d0af5a3c8cd53fdeda93a70b0c9975bf1b35b2ddd4def2743d84107ad965e14",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2008-12-21T17:45:27Z",
    "title_canon_sha256": "22b3a43f4a74dab83e4092c7446b586ab1d695cd9fb964e912b3d615762062e2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "0812.4044",
    "kind": "arxiv",
    "version": 3
  }
}