Pith Number

pith:JYSDPRD3

pith:2025:JYSDPRD3XJ6TRF7HZ6MUVDNBB6

not attested not anchored not stored refs pending

Incentivizing Desirable Effort Profiles in Strategic Classification: The Role of Causality and Uncertainty

Chara Podimata, Diptangshu Sen, Juba Ziani, Valia Efthymiou

arxiv:2502.06749 v1 · 2025-02-10 · cs.GT · cs.CY · 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{JYSDPRD3XJ6TRF7HZ6MUVDNBB6}

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

4 papers in Pith

Partial Fairness Awareness: Belief-Guided Strategic Mechanism for Strategic Agents

Beyond Independent Manipulation: Individual Fairness-aware Strategic Classification with Peer Imitation

Linear Strategic Classification with Endogenous Improvements

When Tabular Foundation Models Meet Strategic Tabular Data: A Prior Alignment Approach

Receipt and verification

First computed	2026-07-05T10:12:11.654783Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4e2437c47bba7d3897e7cf994a8da10f99be8bb14b366b878333fb4838a99ec2

Aliases

arxiv: 2502.06749 · arxiv_version: 2502.06749v1 · doi: 10.48550/arxiv.2502.06749 · pith_short_12: JYSDPRD3XJ6T · pith_short_16: JYSDPRD3XJ6TRF7H · pith_short_8: JYSDPRD3

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/JYSDPRD3XJ6TRF7HZ6MUVDNBB6 \
  | 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: 4e2437c47bba7d3897e7cf994a8da10f99be8bb14b366b878333fb4838a99ec2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "08b999432dabd520b3c649fa4b230cbd8fc23dc561d48e7cf3d121abbdbae236",
    "cross_cats_sorted": [
      "cs.CY",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2025-02-10T18:22:22Z",
    "title_canon_sha256": "d4a5deb1224bba1086aaf95fd29a44c050d63238db002df6a9ff06ef84366c40"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.06749",
    "kind": "arxiv",
    "version": 1
  }
}