Pith Number

pith:LUESMHGV

pith:2019:LUESMHGVKQSF5DGGWLZ5URUEUA

not attested not anchored not stored refs pending

Algorithms for Fairness in Sequential Decision Making

Min Wen, Osbert Bastani, Ufuk Topcu

arxiv:1901.08568 v2 · 2019-01-24 · cs.LG · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LUESMHGVKQSF5DGGWLZ5URUEUA}

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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

Fairness Aware Reinforcement Learning via Proximal Policy Optimization

Receipt and verification

First computed	2026-07-05T03:21:03.847644Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5d09261cd554245e8cc6b2f3da4684a0348866040604e908ac1aa22c606c5a21

Aliases

arxiv: 1901.08568 · arxiv_version: 1901.08568v2 · doi: 10.48550/arxiv.1901.08568 · pith_short_12: LUESMHGVKQSF · pith_short_16: LUESMHGVKQSF5DGG · pith_short_8: LUESMHGV

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/LUESMHGVKQSF5DGGWLZ5URUEUA \
  | 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: 5d09261cd554245e8cc6b2f3da4684a0348866040604e908ac1aa22c606c5a21

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8d6434f531e89a31b3e749e52e48e3c0c372c2ea6c389779d913211e44b311b9",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-01-24T18:40:05Z",
    "title_canon_sha256": "3aef7942c34b0f7a45bbdb4aed59779cb271c6309ab235bb015a83cabae66700"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1901.08568",
    "kind": "arxiv",
    "version": 2
  }
}