Pith Number

pith:U4KXTRGS

pith:2024:U4KXTRGSEF5L356XBTTK5UTHBL

not attested not anchored not stored refs pending

Learning in Budgeted Auctions with Spacing Objectives

\'Eva Tardos, Giannis Fikioris, Raunak Kumar, Robert Kleinberg, Yishay Mansour, Yoav Kolumbus

arxiv:2411.04843 v2 · 2024-11-07 · cs.GT · 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{U4KXTRGSEF5L356XBTTK5UTHBL}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Markets with Heterogeneous Agents: Dynamics and Survival of Bayesian vs. No-Regret Learners

Receipt and verification

First computed	2026-07-05T11:20:06.464443Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a71579c4d2217abdf7d70ce6aed2670ad58b9440dc66257249bb1685b4a3d723

Aliases

arxiv: 2411.04843 · arxiv_version: 2411.04843v2 · doi: 10.48550/arxiv.2411.04843 · pith_short_12: U4KXTRGSEF5L · pith_short_16: U4KXTRGSEF5L356X · pith_short_8: U4KXTRGS

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/U4KXTRGSEF5L356XBTTK5UTHBL \
  | 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: a71579c4d2217abdf7d70ce6aed2670ad58b9440dc66257249bb1685b4a3d723

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "299e1960ef7ea07ef28fc8750484ff20e688a12fd791f8a9a1a85057c2c45670",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2024-11-07T16:31:31Z",
    "title_canon_sha256": "cb37eba2669f3411f3e96a7b7697cbc54e2d0a1ec9e79eb88fa3a799170b727d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.04843",
    "kind": "arxiv",
    "version": 2
  }
}