Pith Number

pith:JDWIL33X

pith:2022:JDWIL33XR22IZQY2N4YXVJG4LQ

not attested not anchored not stored refs pending

Information-Theoretic Bias Reduction via Causal View of Spurious Correlation

Bohyung Han, Joon-Young Lee, Seonguk Seo

arxiv:2201.03121 v1 · 2022-01-10 · cs.LG · cs.AI · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JDWIL33XR22IZQY2N4YXVJG4LQ}

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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

Controllable Feature Whitening for Hyperparameter-Free Bias Mitigation

Receipt and verification

First computed	2026-07-05T03:47:06.203204Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

48ec85ef778eb48cc31a6f317aa4dc5c1904c00011a3a942d67144ca4de212aa

Aliases

arxiv: 2201.03121 · arxiv_version: 2201.03121v1 · doi: 10.48550/arxiv.2201.03121 · pith_short_12: JDWIL33XR22I · pith_short_16: JDWIL33XR22IZQY2 · pith_short_8: JDWIL33X

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/JDWIL33XR22IZQY2N4YXVJG4LQ \
  | 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: 48ec85ef778eb48cc31a6f317aa4dc5c1904c00011a3a942d67144ca4de212aa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2bbb65b95fee4a1a923a8baa9690c9e15655aa980e3992439e134d822701ce38",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-01-10T01:19:31Z",
    "title_canon_sha256": "75faffc15972693d3f5a8df9f07ff6168dcbd0bf8cd2514777ee9624fde18f2f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.03121",
    "kind": "arxiv",
    "version": 1
  }
}