Pith Number

pith:RYSESQI4

pith:2022:RYSESQI4T5MFXK7GVAJPOWWDE6

not attested not anchored not stored refs pending

Learning List-wise Representation in Reinforcement Learning for Ads Allocation with Multiple Auxiliary Tasks

Chuheng Zhang, Dong Wang, Guogang Liao, Xiaowen Shi, Xiaoxu Wu, Xingxing Wang, Yongkang Wang, Ze Wang

arxiv:2204.00888 v3 · 2022-04-02 · cs.LG

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\usepackage{pith}
\pithnumber{RYSESQI4T5MFXK7GVAJPOWWDE6}

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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

Mitigating Group-Level Fairness Disparities in Federated Visual Language Models

Receipt and verification

First computed	2026-07-05T04:47:41.440970Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8e2449411c9f585babe6a812f75ac32792a9618c3bfcc561a8f74acdac23488f

Aliases

arxiv: 2204.00888 · arxiv_version: 2204.00888v3 · doi: 10.48550/arxiv.2204.00888 · pith_short_12: RYSESQI4T5MF · pith_short_16: RYSESQI4T5MFXK7G · pith_short_8: RYSESQI4

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/RYSESQI4T5MFXK7GVAJPOWWDE6 \
  | 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: 8e2449411c9f585babe6a812f75ac32792a9618c3bfcc561a8f74acdac23488f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ca7eb514f5f01c465717e4b74981c14057a0d16a4a506a13a688ff695a6106e0",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-04-02T15:53:37Z",
    "title_canon_sha256": "2222255ad5f10733ca9d2920718e8dd726e2bccddfaf67e1ae4a9608768c43fc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.00888",
    "kind": "arxiv",
    "version": 3
  }
}