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Pith Number

pith:XXB3A34W

pith:2021:XXB3A34WAEBFAHOTV2MSWM6QAF
not attested not anchored not stored refs pending

Balancing Accuracy and Fairness for Interactive Recommendation with Reinforcement Learning

Ben Liao, Feng Liu, Guangyong Chen, Pheng Ann Heng, Ruiming Tang, Weiwen Liu

arxiv:2106.13386 v1 · 2021-06-25 · cs.IR · cs.CY

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\usepackage{pith}
\pithnumber{XXB3A34WAEBFAHOTV2MSWM6QAF}

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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.
Receipt and verification
First computed 2026-07-05T02:52:18.957419Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

bdc3b06f960102501dd3ae992b33d00142f56b65086a11b88d45fb50357a95a2

Aliases

arxiv: 2106.13386 · arxiv_version: 2106.13386v1 · doi: 10.48550/arxiv.2106.13386 · pith_short_12: XXB3A34WAEBF · pith_short_16: XXB3A34WAEBFAHOT · pith_short_8: XXB3A34W
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/XXB3A34WAEBFAHOTV2MSWM6QAF \
  | 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: bdc3b06f960102501dd3ae992b33d00142f56b65086a11b88d45fb50357a95a2
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "8e2cf7306ff036f4e992fcc406d5822d23c0701af0b42e7b23a0d343be1793d5",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2021-06-25T02:02:51Z",
    "title_canon_sha256": "24f6183566ecb5d9c47ec78df34cff70b6010e4740a2834510c8b2171ff9342f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.13386",
    "kind": "arxiv",
    "version": 1
  }
}