Pith Number

pith:QKZVP35U

pith:2024:QKZVP35UNQFNLCK2LLEZHMY6UD

not attested not anchored not stored refs pending

Get rich quick: exact solutions reveal how unbalanced initializations promote rapid feature learning

Allan Ravent\'os, Andrew Saxe, Cl\'ementine Domin\'e, Daniel Kunin, David Klindt, Feng Chen, Surya Ganguli

arxiv:2406.06158 v2 · 2024-06-10 · cs.LG · cs.AI · 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{QKZVP35UNQFNLCK2LLEZHMY6UD}

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

3 papers in Pith

Dynamics and Representation Structure of Local Approximations to Gradient-Based Learning in Linear Recurrent Neural Networks

Spectral Dynamics in Deep Networks: Feature Learning, Outlier Escape, and Learning Rate Transfer

Receipt and verification

First computed	2026-07-05T09:19:28.960511Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

82b357efb46c0ad5895a5ac993b31ea0cb704f558fc6d3382f4d664a8128ee9c

Aliases

arxiv: 2406.06158 · arxiv_version: 2406.06158v2 · doi: 10.48550/arxiv.2406.06158 · pith_short_12: QKZVP35UNQFN · pith_short_16: QKZVP35UNQFNLCK2 · pith_short_8: QKZVP35U

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/QKZVP35UNQFNLCK2LLEZHMY6UD \
  | 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: 82b357efb46c0ad5895a5ac993b31ea0cb704f558fc6d3382f4d664a8128ee9c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a7023eb6846f1acd5a1c37f1d3e669b467fc5199641facbfc0d13700a00f8591",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-10T10:42:37Z",
    "title_canon_sha256": "caac958b34fab2b4b95a4428112f5e5bf7fb95a82d09dbf1e0c75490e3057048"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.06158",
    "kind": "arxiv",
    "version": 2
  }
}