Pith Number

pith:6K427EU4

pith:2020:6K427EU4ZGEDTMXGGIGZYYLH2Z

not attested not anchored not stored refs pending

Survey on Causal-based Machine Learning Fairness Notions

Catuscia Palamidessi, Karima Makhlouf, Sami Zhioua

arxiv:2010.09553 v7 · 2020-10-19 · 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{6K427EU4ZGEDTMXGGIGZYYLH2Z}

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

2 papers in Pith

Counterfactually Fair Regression via Optimal Transport

Software Fairness: An Analysis and Survey

Receipt and verification

First computed	2026-07-05T04:29:23.079366Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f2b9af929cc98839b2e6320d9c6167d674d7f4f73194f096efea42002088855a

Aliases

arxiv: 2010.09553 · arxiv_version: 2010.09553v7 · doi: 10.48550/arxiv.2010.09553 · pith_short_12: 6K427EU4ZGED · pith_short_16: 6K427EU4ZGEDTMXG · pith_short_8: 6K427EU4

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/6K427EU4ZGEDTMXGGIGZYYLH2Z \
  | 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: f2b9af929cc98839b2e6320d9c6167d674d7f4f73194f096efea42002088855a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bbde973495fb487e982c9af76bde7524b1c4ec01181d06e34ad47ef19d7f5802",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-10-19T14:28:55Z",
    "title_canon_sha256": "caca0b9b4cad711c7b93879734f34b8bc37c145f27a981060620a7b38f5a685f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.09553",
    "kind": "arxiv",
    "version": 7
  }
}