Pith Number

pith:ACCHRQ2H

pith:2023:ACCHRQ2HUUOWMGHAWJN55GRSJG

not attested not anchored not stored refs pending

Norm-based Generalization Bounds for Compositionally Sparse Neural Networks

Liane Galanti, Mengjia Xu, Tomaso Poggio, Tomer Galanti

arxiv:2301.12033 v1 · 2023-01-28 · cs.LG

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\usepackage{pith}
\pithnumber{ACCHRQ2HUUOWMGHAWJN55GRSJG}

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Record completeness

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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

Learning Sparse Compositional Functions with Norm-Constrained Neural Networks

Receipt and verification

First computed	2026-07-05T05:36:34.486113Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

008478c347a51d6618e0b25bde9a32498a647d874e10ae55daef0d800fa43e42

Aliases

arxiv: 2301.12033 · arxiv_version: 2301.12033v1 · doi: 10.48550/arxiv.2301.12033 · pith_short_12: ACCHRQ2HUUOW · pith_short_16: ACCHRQ2HUUOWMGHA · pith_short_8: ACCHRQ2H

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/ACCHRQ2HUUOWMGHAWJN55GRSJG \
  | 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: 008478c347a51d6618e0b25bde9a32498a647d874e10ae55daef0d800fa43e42

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7e690111b9eef684bcd70346ba73251312bdcaa66994ae8ec0484a4f97541490",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-01-28T00:06:22Z",
    "title_canon_sha256": "18e4587f5ae2528378cc273822babb0b5451bc4cc623d7b5a980f4fc6a57fb62"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.12033",
    "kind": "arxiv",
    "version": 1
  }
}