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Pith Number

pith:5JFRMUCU

pith:2022:5JFRMUCUN3HMBMD44TQJ6OY4II
not attested not anchored not stored refs pending

Benefits of Overparameterized Convolutional Residual Networks: Function Approximation under Smoothness Constraint

Hao Liu, Minshuo Chen, Siawpeng Er, Tong Zhang, Tuo Zhao, Wenjing Liao

arxiv:2206.04569 v1 · 2022-06-09 · stat.ML · cs.LG

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\pithnumber{5JFRMUCUN3HMBMD44TQJ6OY4II}

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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.
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First computed 2026-07-05T04:30:35.028506Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ea4b1650546ecec0b07ce4e09f3b1c4238904dd583ea35aa8af1ea1a29a6e8fe

Aliases

arxiv: 2206.04569 · arxiv_version: 2206.04569v1 · doi: 10.48550/arxiv.2206.04569 · pith_short_12: 5JFRMUCUN3HM · pith_short_16: 5JFRMUCUN3HMBMD4 · pith_short_8: 5JFRMUCU
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/5JFRMUCUN3HMBMD44TQJ6OY4II \
  | 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: ea4b1650546ecec0b07ce4e09f3b1c4238904dd583ea35aa8af1ea1a29a6e8fe
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d5007697f16639efbbe53c566558423303c1d41fcbc2d9eb4b2ad8e6fe04ae14",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-06-09T15:35:22Z",
    "title_canon_sha256": "5e6538990a62697f69b7ae73af0e55c3ab719005a5d1b1209b363be33e1b562c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.04569",
    "kind": "arxiv",
    "version": 1
  }
}