Pith Number

pith:DFKXH34T

pith:2023:DFKXH34TNQNCIBZDMLZIN3BAQN

not attested not anchored not stored refs pending

Efficient Compression of Overparameterized Deep Models through Low-Dimensional Learning Dynamics

Dogyoon Song, Laura Balzano, Qing Qu, Soo Min Kwon, Zekai Zhang

arxiv:2311.05061 v2 · 2023-11-08 · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{DFKXH34TNQNCIBZDMLZIN3BAQN}

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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

One Rank at a Time: Cascading Error Dynamics in Sequential Learning

Receipt and verification

First computed	2026-07-05T07:54:52.698966Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

195573ef936c1a24072362f286ec208361e94ca7253af53bb115c0909d183122

Aliases

arxiv: 2311.05061 · arxiv_version: 2311.05061v2 · doi: 10.48550/arxiv.2311.05061 · pith_short_12: DFKXH34TNQNC · pith_short_16: DFKXH34TNQNCIBZD · pith_short_8: DFKXH34T

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/DFKXH34TNQNCIBZDMLZIN3BAQN \
  | 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: 195573ef936c1a24072362f286ec208361e94ca7253af53bb115c0909d183122

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e8cf88780beaf720cb5ee5067f03ef269769292a0cf31541561242a4d3444b36",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-08T23:57:03Z",
    "title_canon_sha256": "598ae440237078095af2e1d04fd90ab028cd0a53f77800db4f43fb22d3da9cb4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.05061",
    "kind": "arxiv",
    "version": 2
  }
}