Pith Number

pith:IEDFAGPW

pith:2022:IEDFAGPWRXT367VCZOSEN4O4FZ

not attested not anchored not stored refs pending

Mechanism of feature learning in deep fully connected networks and kernel machines that recursively learn features

Adityanarayanan Radhakrishnan, Daniel Beaglehole, Mikhail Belkin, Parthe Pandit

arxiv:2212.13881 v3 · 2022-12-28 · cs.LG · cs.AI · stat.ML

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\usepackage{pith}
\pithnumber{IEDFAGPWRXT367VCZOSEN4O4FZ}

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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

5 papers in Pith

Law of Neural Interaction: Depth-Width Shape, Interaction Efficiency, and Generalization

Feature Learning in Linear-Width Two-Layer Networks: Two vs. One Step of Gradient Descent

AGOP-IxG: A Gradient Covariance Filter for Local Feature Attribution on Tabular Data, with a Controlled Benchmark

Feature Learning in Linear-Width Two-Layer Networks: Two vs. One Step of Gradient Descent

Steering Autoregressive Music Generation with Recursive Feature Machines

Receipt and verification

First computed	2026-07-05T06:08:53.404344Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

41065019f68de7bf7ea2cba446f1dc2e4e202e8c94af1df944a6cc393ce8a7e4

Aliases

arxiv: 2212.13881 · arxiv_version: 2212.13881v3 · doi: 10.48550/arxiv.2212.13881 · pith_short_12: IEDFAGPWRXT3 · pith_short_16: IEDFAGPWRXT367VC · pith_short_8: IEDFAGPW

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/IEDFAGPWRXT367VCZOSEN4O4FZ \
  | 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: 41065019f68de7bf7ea2cba446f1dc2e4e202e8c94af1df944a6cc393ce8a7e4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4ddb39ec6692f89ca797481f33bb9b21e5b39446ca8604aee68f940ea69d8a6c",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-12-28T15:50:58Z",
    "title_canon_sha256": "de1f89fde0ba64c9e2ae38b7786988bc266af132848b4057a53b1d8ce0267b9e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.13881",
    "kind": "arxiv",
    "version": 3
  }
}