Pith Number

pith:EVJ6LDSO

pith:2021:EVJ6LDSOEFTGH622YBBJB3OECP

not attested not anchored not stored refs pending

Fairness-aware Online Price Discrimination with Nonparametric Demand Models

Jiameng Lyu, Xi Chen, Xuan Zhang, Yuan Zhou

arxiv:2111.08221 v2 · 2021-11-16 · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{EVJ6LDSOEFTGH622YBBJB3OECP}

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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

Optimal Semiparametric Dynamic Pricing with Feature Diversity

Receipt and verification

First computed	2026-07-05T06:35:22.821194Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2553e58e4e216663fb5ac04290edc413fa23e0d0ad9a988713b7b29055f85b09

Aliases

arxiv: 2111.08221 · arxiv_version: 2111.08221v2 · doi: 10.48550/arxiv.2111.08221 · pith_short_12: EVJ6LDSOEFTG · pith_short_16: EVJ6LDSOEFTGH622 · pith_short_8: EVJ6LDSO

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/EVJ6LDSOEFTGH622YBBJB3OECP \
  | 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: 2553e58e4e216663fb5ac04290edc413fa23e0d0ad9a988713b7b29055f85b09

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7cc7cab4e9e8319f639a20d972fc3f85a4d9c685a8218444ff671eb0ea9ba230",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-11-16T04:31:02Z",
    "title_canon_sha256": "a55f49c258af652b35c417f520aeac51615406965706cd16af0157cffca909f4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.08221",
    "kind": "arxiv",
    "version": 2
  }
}