Pith Number

pith:NLODXG7F

pith:2021:NLODXG7FC4DVEW7GVZNKNDRTQL

not attested not anchored not stored refs pending

ZerO Initialization: Initializing Neural Networks with only Zeros and Ones

Anima Anandkumar, Florian Sch\"afer, Jiawei Zhao

arxiv:2110.12661 v3 · 2021-10-25 · cs.LG · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NLODXG7FC4DVEW7GVZNKNDRTQL}

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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

Optimal Projection-Free Adaptive SGD for Matrix Optimization

Receipt and verification

First computed	2026-07-05T05:13:04.484810Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6adc3b9be51707525be6ae5aa68e3382fb9938a5a296b15636212dc74c1b7a4c

Aliases

arxiv: 2110.12661 · arxiv_version: 2110.12661v3 · doi: 10.48550/arxiv.2110.12661 · pith_short_12: NLODXG7FC4DV · pith_short_16: NLODXG7FC4DVEW7G · pith_short_8: NLODXG7F

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/NLODXG7FC4DVEW7GVZNKNDRTQL \
  | 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: 6adc3b9be51707525be6ae5aa68e3382fb9938a5a296b15636212dc74c1b7a4c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9b262efa3a40791b6c2b47070f3e43b7e9745da21dc9d11e1e18c18bb8fcec05",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-25T06:17:33Z",
    "title_canon_sha256": "4f620d5b9638c6173a1554f641f070f5aae33bff5f29886d9fd9995e71487b4c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.12661",
    "kind": "arxiv",
    "version": 3
  }
}