Pith Number

pith:6TSU6MAJ

pith:2020:6TSU6MAJANE2WC4AZ2N73H3VFQ

not attested not anchored not stored refs pending

A Unifying View on Implicit Bias in Training Linear Neural Networks

Chulhee Yun, Hossein Mobahi, Shankar Krishnan

arxiv:2010.02501 v3 · 2020-10-06 · cs.LG · math.OC · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6TSU6MAJANE2WC4AZ2N73H3VFQ}

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

2 papers in Pith

An Analytical Theory of Spectral Bias in the Learning Dynamics of Diffusion Models

Pointwise Generalization in Deep Neural Networks

Receipt and verification

First computed	2026-07-05T03:13:00.532084Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f4e54f30090349ab0b80ce9bfd9f752c14a0cc5a06d5d9737e02d498fd50f455

Aliases

arxiv: 2010.02501 · arxiv_version: 2010.02501v3 · doi: 10.48550/arxiv.2010.02501 · pith_short_12: 6TSU6MAJANE2 · pith_short_16: 6TSU6MAJANE2WC4A · pith_short_8: 6TSU6MAJ

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/6TSU6MAJANE2WC4AZ2N73H3VFQ \
  | 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: f4e54f30090349ab0b80ce9bfd9f752c14a0cc5a06d5d9737e02d498fd50f455

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ead9684b3685efd307091bbc39d11904c10e13787587553ab0d263c3fa455842",
    "cross_cats_sorted": [
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-10-06T06:08:35Z",
    "title_canon_sha256": "804dc466f9c46334797e8765e31ac3f6f7cd0c4129c7587f90e38886fe2ac499"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.02501",
    "kind": "arxiv",
    "version": 3
  }
}