Pith Number

pith:7ZW7PNAP

pith:2023:7ZW7PNAPKBWBUHYDAOA4CM46KL

not attested not anchored not stored refs pending

Double Descent Demystified: Identifying, Interpreting & Ablating the Sources of a Deep Learning Puzzle

Akhilan Boopathy, Ila Rani Fiete, Jason W. Rocks, Kateryna Pistunova, Mikail Khona, Oluwasanmi Koyejo, Rylan Schaeffer, Zachary Robertson

arxiv:2303.14151 v1 · 2023-03-24 · cs.LG · 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{7ZW7PNAPKBWBUHYDAOA4CM46KL}

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

3 papers in Pith

Path Regularization: A Near-Complete and Optimal Nonasymptotic Generalization Theory for Multilayer Neural Networks and Double Descent Phenomenon

How Much is Brain Data Worth for Machine Learning?

Double Descent in Quantum Kernel Ridge Regression

Receipt and verification

First computed	2026-07-05T05:54:24.226462Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fe6df7b40f506c1a1f030381c1339e52c12d73243fa1750daaf65b81e86fc58d

Aliases

arxiv: 2303.14151 · arxiv_version: 2303.14151v1 · doi: 10.48550/arxiv.2303.14151 · pith_short_12: 7ZW7PNAPKBWB · pith_short_16: 7ZW7PNAPKBWBUHYD · pith_short_8: 7ZW7PNAP

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/7ZW7PNAPKBWBUHYDAOA4CM46KL \
  | 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: fe6df7b40f506c1a1f030381c1339e52c12d73243fa1750daaf65b81e86fc58d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4002d3a629358a985ca09df87ac630c13c1d1e416bb162496ea74ded2c0b3784",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-03-24T17:03:40Z",
    "title_canon_sha256": "c6b8a1bfa7d23952c568865f56055ebe231df40a7c490f725f1ffe4cb03f7d2f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.14151",
    "kind": "arxiv",
    "version": 1
  }
}