Pith Number

pith:GPOM67IM

pith:2018:GPOM67IMYI52C4SAOFRRWBYEIE

not attested not anchored not stored refs pending

A Unified Coded Deep Neural Network Training Strategy Based on Generalized PolyDot Codes for Matrix Multiplication

Haewon Jeong, Pulkit Grover, Sanghamitra Dutta, Tze Meng Low, Ziqian Bai

arxiv:1811.10751 v1 · 2018-11-27 · cs.IT · cs.DC · cs.LG · math.IT

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\usepackage{pith}
\pithnumber{GPOM67IMYI52C4SAOFRRWBYEIE}

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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

Random Khatri-Rao-Product Codes for Numerically-Stable Distributed Matrix Multiplication

Receipt and verification

First computed	2026-05-17T23:59:47.642177Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

33dccf7d0cc23ba1724071631b0704412dd8569eb582fe84ed00be73f9dfdb72

Aliases

arxiv: 1811.10751 · arxiv_version: 1811.10751v1 · doi: 10.48550/arxiv.1811.10751 · pith_short_12: GPOM67IMYI52 · pith_short_16: GPOM67IMYI52C4SA · pith_short_8: GPOM67IM

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/GPOM67IMYI52C4SAOFRRWBYEIE \
  | 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: 33dccf7d0cc23ba1724071631b0704412dd8569eb582fe84ed00be73f9dfdb72

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "28def4c6b9a22f97fbdcc46cfd506dec877ed18bd56889e360d5300b09237ad0",
    "cross_cats_sorted": [
      "cs.DC",
      "cs.LG",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2018-11-27T00:06:47Z",
    "title_canon_sha256": "b2fad57955d875029c5826357e9003f38f15067805032644132512038c7d58b2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.10751",
    "kind": "arxiv",
    "version": 1
  }
}