Pith Number

pith:32TWSJPE

pith:2020:32TWSJPEFTRELZ7PLKKK3MIUTE

not attested not anchored not stored refs pending

Latent Adversarial Debiasing: Mitigating Collider Bias in Deep Neural Networks

Amos Storkey, Luke Darlow, Stanis{\l}aw Jastrz\k{e}bski

arxiv:2011.11486 v1 · 2020-11-19 · 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{32TWSJPEFTRELZ7PLKKK3MIUTE}

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

Trustworthy AI Suffers from Invariance Conflicts and Causality is The Solution

Receipt and verification

First computed	2026-07-05T01:53:43.042444Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dea76925e42ce245e7ef5a94adb114993821185ad25ba45fed10217cafbea94b

Aliases

arxiv: 2011.11486 · arxiv_version: 2011.11486v1 · doi: 10.48550/arxiv.2011.11486 · pith_short_12: 32TWSJPEFTRE · pith_short_16: 32TWSJPEFTRELZ7P · pith_short_8: 32TWSJPE

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/32TWSJPEFTRELZ7PLKKK3MIUTE \
  | 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: dea76925e42ce245e7ef5a94adb114993821185ad25ba45fed10217cafbea94b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eb784e369b5b74562d6f8c51dcb3e7af9e055d899d8f1f4fd82d9bdb4a3e268f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-11-19T10:53:45Z",
    "title_canon_sha256": "4a22cd6d3fe6faacbfdd3953c974610530066ced6673830c75f34fdb34871ba9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.11486",
    "kind": "arxiv",
    "version": 1
  }
}