Pith Number

pith:Q6CEY27D

pith:2023:Q6CEY27D3C6377PY2LWDTNTXWL

not attested not anchored not stored refs pending

Dissecting the Effects of SGD Noise in Distinct Regimes of Deep Learning

Antonio Sclocchi, Mario Geiger, Matthieu Wyart

arxiv:2301.13703 v2 · 2023-01-31 · cs.LG · cond-mat.dis-nn

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Q6CEY27D3C6377PY2LWDTNTXWL}

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

Spectral phase transitions and trainability in neural network learning dynamics

Receipt and verification

First computed	2026-07-05T06:15:23.132491Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

87844c6be3d8bdbffdf8d2ec39b677b2c57e34de2364d3f9ae05f95fddd002ac

Aliases

arxiv: 2301.13703 · arxiv_version: 2301.13703v2 · doi: 10.48550/arxiv.2301.13703 · pith_short_12: Q6CEY27D3C63 · pith_short_16: Q6CEY27D3C6377PY · pith_short_8: Q6CEY27D

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/Q6CEY27D3C6377PY2LWDTNTXWL \
  | 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: 87844c6be3d8bdbffdf8d2ec39b677b2c57e34de2364d3f9ae05f95fddd002ac

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "24f89acb595ebf7baa1945fc176f1018bf62e8478942adaaf120b162932ef48a",
    "cross_cats_sorted": [
      "cond-mat.dis-nn"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-01-31T15:22:24Z",
    "title_canon_sha256": "7123ed565dc3d032214198b99fd970012d4b9e8121f76dedb02543029f3ff203"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.13703",
    "kind": "arxiv",
    "version": 2
  }
}