Pith Number

pith:QLDFLFBY

pith:2025:QLDFLFBYL47LVTKJBCV6MOI4UN

not attested not anchored not stored refs pending

Dynamic Pricing in the Linear Valuation Model using Shape Constraints

Daniele Bracale, Kevin Stoll, Moulinath Banerjee, Salam Turki, Yuekai Sun

arxiv:2502.05776 v4 · 2025-02-09 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QLDFLFBYL47LVTKJBCV6MOI4UN}

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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

3 papers in Pith

Harnessing Unimodality in Semiparametric Contextual Pricing via Oracle Price Map Learning

Equilibrium and Pricing in Consumer Networks with Nonlinear Utilities: An Online Shape-Constrained Learning Approach

Optimal Semiparametric Dynamic Pricing with Feature Diversity

Receipt and verification

First computed	2026-07-28T01:23:24.190461Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

82c65594385f3ebacd4908abe6391ca364171a4c99222c636d14810edc9273be

Aliases

arxiv: 2502.05776 · arxiv_version: 2502.05776v4 · doi: 10.48550/arxiv.2502.05776 · pith_short_12: QLDFLFBYL47L · pith_short_16: QLDFLFBYL47LVTKJ · pith_short_8: QLDFLFBY

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/QLDFLFBYL47LVTKJBCV6MOI4UN \
  | 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: 82c65594385f3ebacd4908abe6391ca364171a4c99222c636d14810edc9273be

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "07b4cf2d49f0a309435a7899b779ddae8a2acb2baf50aa3665c641a000bd3d26",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-02-09T04:58:33Z",
    "title_canon_sha256": "b14351f51fd4a0b1948874ec8b9279cd70cda976c2a66d55b2c5c3cfd9ce0fbe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.05776",
    "kind": "arxiv",
    "version": 4
  }
}