Pith Number

pith:5C5LC7Z6

pith:2020:5C5LC7Z6WUG4EHCAVWSUPIWXFF

not attested not anchored not stored refs pending

Training (Overparametrized) Neural Networks in Near-Linear Time

Binghui Peng, Jan van den Brand, Omri Weinstein, Zhao Song

arxiv:2006.11648 v2 · 2020-06-20 · cs.LG · cs.DS · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5C5LC7Z6WUG4EHCAVWSUPIWXFF}

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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

Numerical Pruning for Efficient Autoregressive Models

Receipt and verification

First computed	2026-07-05T01:58:10.400199Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e8bab17f3eb50dc21c40ada547a2d72968aac58bf4332687eb5df52f5c72e85d

Aliases

arxiv: 2006.11648 · arxiv_version: 2006.11648v2 · doi: 10.48550/arxiv.2006.11648 · pith_short_12: 5C5LC7Z6WUG4 · pith_short_16: 5C5LC7Z6WUG4EHCA · pith_short_8: 5C5LC7Z6

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/5C5LC7Z6WUG4EHCAVWSUPIWXFF \
  | 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: e8bab17f3eb50dc21c40ada547a2d72968aac58bf4332687eb5df52f5c72e85d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "68735dfa683deda1a5047eac71b04cd66fb2fb603bc605dc7c5fa082b7fad00d",
    "cross_cats_sorted": [
      "cs.DS",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-20T20:26:14Z",
    "title_canon_sha256": "8ecdb3a087af65c11e32a04c55e19d0ff35b7eedd71ed4955817b3298231da72"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.11648",
    "kind": "arxiv",
    "version": 2
  }
}