Pith Number

pith:GFJUDXYF

pith:2023:GFJUDXYFXSHVLT472XXJ5TOD6V

not attested not anchored not stored refs pending

Double Descent and Overfitting under Noisy Inputs and Distribution Shift for Linear Denoisers

Chinmaya Kausik, Kashvi Srivastava, Rishi Sonthalia

arxiv:2305.17297 v3 · 2023-05-26 · cs.LG · math.ST · stat.ML · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GFJUDXYFXSHVLT472XXJ5TOD6V}

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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

Double descent for least-squares interpolation on contaminated data: A simulation study

Receipt and verification

First computed	2026-07-05T07:56:15.368171Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

315341df05bc8f55cf9fd5ee9ecdc3f572beb67718b162aee6af756aee0ecd03

Aliases

arxiv: 2305.17297 · arxiv_version: 2305.17297v3 · doi: 10.48550/arxiv.2305.17297 · pith_short_12: GFJUDXYFXSHV · pith_short_16: GFJUDXYFXSHVLT47 · pith_short_8: GFJUDXYF

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/GFJUDXYFXSHVLT472XXJ5TOD6V \
  | 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: 315341df05bc8f55cf9fd5ee9ecdc3f572beb67718b162aee6af756aee0ecd03

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "614f360e8c78a065e771bdb3f175fe620ec15d28f1dbefff4cbfd3f2c77feeb0",
    "cross_cats_sorted": [
      "math.ST",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-26T22:41:40Z",
    "title_canon_sha256": "80484ad0a6b924f7a2e521734f3c4fa65eb8544a709b1765fdfdffd9ba2c012f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.17297",
    "kind": "arxiv",
    "version": 3
  }
}