Pith Number

pith:YQWZYTKM

pith:2022:YQWZYTKMHX6OOANJOINTLDLM5O

not attested not anchored not stored refs pending

On the Maximum Hessian Eigenvalue and Generalization

Jeremy Cohen, Simran Kaur, Zachary C. Lipton

arxiv:2206.10654 v3 · 2022-06-21 · 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{YQWZYTKMHX6OOANJOINTLDLM5O}

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

Estimating Implicit Regularization in Deep Learning

Receipt and verification

First computed	2026-07-05T06:13:15.862437Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c42d9c4d4c3dfce701a9721b358d6cebb2f40aab2473d09237f8091eb496349f

Aliases

arxiv: 2206.10654 · arxiv_version: 2206.10654v3 · doi: 10.48550/arxiv.2206.10654 · pith_short_12: YQWZYTKMHX6O · pith_short_16: YQWZYTKMHX6OOANJ · pith_short_8: YQWZYTKM

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/YQWZYTKMHX6OOANJOINTLDLM5O \
  | 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: c42d9c4d4c3dfce701a9721b358d6cebb2f40aab2473d09237f8091eb496349f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7ab437731c7a5d6fdca1b74ac4b95d9a4c532a5f362bdc3926ba3dda90711c16",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-21T18:06:24Z",
    "title_canon_sha256": "cd8053f7380286a2be44df2a57be3c4455d010b896b44d9148e7256caa2ea458"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.10654",
    "kind": "arxiv",
    "version": 3
  }
}