Pith Number

pith:GMZJMFXK

pith:2019:GMZJMFXK57COYQEM37II2BXMDW

not attested not anchored not stored refs pending

Toward a better trade-off between performance and fairness with kernel-based distribution matching

Alex Beutel, Ed H. Chi, Flavien Prost, Hai Qian, Jilin Chen, Qiuwen Chen

arxiv:1910.11779 v1 · 2019-10-25 · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{GMZJMFXK57COYQEM37II2BXMDW}

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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

On the Reproducibility of "FairCLIP: Harnessing Fairness in Vision-Language Learning''

Receipt and verification

First computed	2026-07-05T00:14:56.789566Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

33329616eaefc4ec408cdfd08d06ec1d8a46c8fa858afb6f14d83d943abac932

Aliases

arxiv: 1910.11779 · arxiv_version: 1910.11779v1 · doi: 10.48550/arxiv.1910.11779 · pith_short_12: GMZJMFXK57CO · pith_short_16: GMZJMFXK57COYQEM · pith_short_8: GMZJMFXK

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/GMZJMFXK57COYQEM37II2BXMDW \
  | 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: 33329616eaefc4ec408cdfd08d06ec1d8a46c8fa858afb6f14d83d943abac932

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3b118323190614b41dc54ebd9af0d4f7ee782443414a7a5fbcfe43d3891ef642",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-10-25T15:03:11Z",
    "title_canon_sha256": "c7497f89e514626f07184e14dae827b4d2e1dc09201170e6c8135eea7640bc88"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.11779",
    "kind": "arxiv",
    "version": 1
  }
}