Pith Number

pith:XYCHJABM

pith:2020:XYCHJABMEAV5JZ5MDAZWD2RFKC

not attested not anchored not stored refs pending

The Role of Randomness and Noise in Strategic Classification

Mark Braverman, Sumegha Garg

arxiv:2005.08377 v1 · 2020-05-17 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XYCHJABMEAV5JZ5MDAZWD2RFKC}

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

3 papers in Pith

Non-Linear Strategic Classification Made Practical

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

Sequential Strategic Classification with Multi-Stage Selective Classifiers

Receipt and verification

First computed	2026-07-05T01:03:30.977058Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

be0474802c202bd4e7ac183361ea255095ea85fd95be3b87e17160bdade3c28d

Aliases

arxiv: 2005.08377 · arxiv_version: 2005.08377v1 · doi: 10.48550/arxiv.2005.08377 · pith_short_12: XYCHJABMEAV5 · pith_short_16: XYCHJABMEAV5JZ5M · pith_short_8: XYCHJABM

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/XYCHJABMEAV5JZ5MDAZWD2RFKC \
  | 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: be0474802c202bd4e7ac183361ea255095ea85fd95be3b87e17160bdade3c28d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "997e7fc08a35626c6c14b32ccca6d321140d26dc51f52e58e75865e63f8e49e1",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-05-17T21:49:41Z",
    "title_canon_sha256": "99ae149eaa6cbcd6cfc77b79aca60d347170462acdb2d117ffb5610569c13f71"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.08377",
    "kind": "arxiv",
    "version": 1
  }
}