Pith Number

pith:744PCDN4

pith:2021:744PCDN47TQJWXVWWQWMDTZ3V3

not attested not anchored not stored refs pending

Feature and Label Embedding Spaces Matter in Addressing Image Classifier Bias

Cees G. M. Snoek, William Thong

arxiv:2110.14336 v1 · 2021-10-27 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{744PCDN47TQJWXVWWQWMDTZ3V3}

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

Evaluating Fairness and Mitigating Bias in Machine Learning: A Novel Technique using Tensor Data and Bayesian Regression

Receipt and verification

First computed	2026-07-05T03:26:26.671300Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ff38f10dbcfce09b5eb6b42cc1cf3baeff8b1f17c187f7c2829cdc9d103733ff

Aliases

arxiv: 2110.14336 · arxiv_version: 2110.14336v1 · doi: 10.48550/arxiv.2110.14336 · pith_short_12: 744PCDN47TQJ · pith_short_16: 744PCDN47TQJWXVW · pith_short_8: 744PCDN4

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/744PCDN47TQJWXVWWQWMDTZ3V3 \
  | 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: ff38f10dbcfce09b5eb6b42cc1cf3baeff8b1f17c187f7c2829cdc9d103733ff

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "da79fd197f5caf9724e06a444e08839c867e51c3f83293e4396b02e8cbfca837",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-10-27T10:37:35Z",
    "title_canon_sha256": "b062eed7159587a1617276fed194ad9b7ed31cebd7d336fd4659b09d0768b9ad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.14336",
    "kind": "arxiv",
    "version": 1
  }
}