Pith Number

pith:XJB5NQ7C

pith:2024:XJB5NQ7CGREZC75SZUYYQL5VGZ

not attested not anchored not stored refs pending

Complexity Matters: Dynamics of Feature Learning in the Presence of Spurious Correlations

Da Kuang, Guanwen Qiu, Surbhi Goel

arxiv:2403.03375 v3 · 2024-03-05 · 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{XJB5NQ7CGREZC75SZUYYQL5VGZ}

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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

3 papers in Pith

Mitigating Spurious Correlations with Memorization-Guided Dataset De-Biasing

Why CNN Features Are not Gaussian: A Statistical Anatomy of Deep Representations

Spurious Correlation Learning in Preference Optimization: Mechanisms, Consequences, and Mitigation via Tie Training

Receipt and verification

First computed	2026-07-05T08:58:42.795581Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ba43d6c3e23449917fb2cd31882fb5364fc9c8a2e5a2a75377fc6e141d5ebc8c

Aliases

arxiv: 2403.03375 · arxiv_version: 2403.03375v3 · doi: 10.48550/arxiv.2403.03375 · pith_short_12: XJB5NQ7CGREZ · pith_short_16: XJB5NQ7CGREZC75S · pith_short_8: XJB5NQ7C

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/XJB5NQ7CGREZC75SZUYYQL5VGZ \
  | 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: ba43d6c3e23449917fb2cd31882fb5364fc9c8a2e5a2a75377fc6e141d5ebc8c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d18c5479a752d5f19c228178c33a37afd188800f2d87d0c837fc78ac799e6162",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-05T23:54:00Z",
    "title_canon_sha256": "74fcb9b3dd576075ef8f7ab459f94c630780946e41f865ec06d1a7b69947a915"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.03375",
    "kind": "arxiv",
    "version": 3
  }
}