Pith Number

pith:FWG6ORHP

pith:2024:FWG6ORHP45KOXCD3SUT3VWSRQP

not attested not anchored not stored refs pending

Neural network learns low-dimensional polynomials with SGD near the information-theoretic limit

Denny Wu, Jason D. Lee, Kazusato Oko, Taiji Suzuki

arxiv:2406.01581 v2 · 2024-06-03 · cs.LG · 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{FWG6ORHP45KOXCD3SUT3VWSRQP}

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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

2 papers in Pith

When Both Layers Learn: Training Dynamics of Representing Linear Models via ReLU Networks

The Benefits of Temporal Correlations: SGD Learns k-Juntas from Random Walks Efficiently

Receipt and verification

First computed	2026-07-05T09:53:01.704339Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2d8de744efe754eb887b9527bada5183d899060cc8f7c0ba094bff5c4ff34b85

Aliases

arxiv: 2406.01581 · arxiv_version: 2406.01581v2 · doi: 10.48550/arxiv.2406.01581 · pith_short_12: FWG6ORHP45KO · pith_short_16: FWG6ORHP45KOXCD3 · pith_short_8: FWG6ORHP

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/FWG6ORHP45KOXCD3SUT3VWSRQP \
  | 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: 2d8de744efe754eb887b9527bada5183d899060cc8f7c0ba094bff5c4ff34b85

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d3fe83616029e699d1463f3979bf2568f79b06849474e04ed33813987975190a",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-03T17:56:58Z",
    "title_canon_sha256": "ee8cbf0f7913250454bd89f34397bf25e919b934cf39e322fe8634498ed29bbb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.01581",
    "kind": "arxiv",
    "version": 2
  }
}