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Pith Number

pith:2KLD7XGW

pith:2022:2KLD7XGWKBGYLGX2HUNMAVQVSE
not attested not anchored not stored refs pending

Training Overparametrized Neural Networks in Sublinear Time

Danyang Zhuo, Hang Hu, Omri Weinstein, Yichuan Deng, Zhao Song

arxiv:2208.04508 v2 · 2022-08-09 · cs.LG · cs.DS · stat.ML

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\usepackage{pith}
\pithnumber{2KLD7XGWKBGYLGX2HUNMAVQVSE}

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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

1 paper in Pith

Receipt and verification
First computed 2026-07-05T07:42:38.069931Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d2963fdcd6504d859afa3d1ac05615913a5887879023e4fb679f715a9c60ece7

Aliases

arxiv: 2208.04508 · arxiv_version: 2208.04508v2 · doi: 10.48550/arxiv.2208.04508 · pith_short_12: 2KLD7XGWKBGY · pith_short_16: 2KLD7XGWKBGYLGX2 · pith_short_8: 2KLD7XGW
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/2KLD7XGWKBGYLGX2HUNMAVQVSE \
  | 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: d2963fdcd6504d859afa3d1ac05615913a5887879023e4fb679f715a9c60ece7
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "82b15002cf6702ca95f56f5b495f66388bc65e881baa13307da2c8f078073e4f",
    "cross_cats_sorted": [
      "cs.DS",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-08-09T02:29:42Z",
    "title_canon_sha256": "c786351eaa73820a6d52a0f54385cba51c11ec198001e7a5d5ee83b376837d99"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.04508",
    "kind": "arxiv",
    "version": 2
  }
}