Pith Number

pith:JJMML5RE

pith:2021:JJMML5RE3PA67YAMDI5VG4Y6PX

not attested not anchored not stored refs pending

Phases of learning dynamics in artificial neural networks: with or without mislabeled data

Yu Feng, Yuhai Tu

arxiv:2101.06509 v1 · 2021-01-16 · cs.LG · cond-mat.stat-mech · physics.data-an

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JJMML5RE3PA67YAMDI5VG4Y6PX}

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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

Why SGD is not Brownian Motion: A New Perspective on Stochastic Dynamics

Receipt and verification

First computed	2026-07-05T02:07:19.342531Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4a58c5f624dbc1efe00c1a3b53731e7dedbf026b4740fce6fc34de3d244ed847

Aliases

arxiv: 2101.06509 · arxiv_version: 2101.06509v1 · doi: 10.48550/arxiv.2101.06509 · pith_short_12: JJMML5RE3PA6 · pith_short_16: JJMML5RE3PA67YAM · pith_short_8: JJMML5RE

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/JJMML5RE3PA67YAMDI5VG4Y6PX \
  | 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: 4a58c5f624dbc1efe00c1a3b53731e7dedbf026b4740fce6fc34de3d244ed847

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8920a10d42b8b88386276ff8946dfca1ccd802e16ab6941cfb408a1c5f2d49da",
    "cross_cats_sorted": [
      "cond-mat.stat-mech",
      "physics.data-an"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-01-16T19:44:27Z",
    "title_canon_sha256": "05c6aa034126dc5ca9cc45060ebed087b8ad89dcd8f35de10050b546e950c867"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2101.06509",
    "kind": "arxiv",
    "version": 1
  }
}