Pith Number

pith:32YMINR5

pith:2019:32YMINR5A5TXESBJGULDPYXFDF

not attested not anchored not stored refs pending

On the Learnability of Deep Random Networks

Abhimanyu Das, Ravi Kumar, Rina Panigrahy, Sreenivas Gollapudi

arxiv:1904.03866 v1 · 2019-04-08 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{32YMINR5A5TXESBJGULDPYXFDF}

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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

The Benefits of Temporal Correlations: SGD Learns k-Juntas from Random Walks Efficiently

Receipt and verification

First computed	2026-05-17T23:49:07.903138Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

deb0c4363d0767724829351637e2e51970f0f2caaa3c833be12d608e87bd7230

Aliases

arxiv: 1904.03866 · arxiv_version: 1904.03866v1 · doi: 10.48550/arxiv.1904.03866 · pith_short_12: 32YMINR5A5TX · pith_short_16: 32YMINR5A5TXESBJ · pith_short_8: 32YMINR5

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/32YMINR5A5TXESBJGULDPYXFDF \
  | 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: deb0c4363d0767724829351637e2e51970f0f2caaa3c833be12d608e87bd7230

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3cdfcd46c0b0a4d5e6cf407a4a4336bc03f738dc05f98097c0fe8340ce7d2383",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-04-08T07:02:06Z",
    "title_canon_sha256": "cf8fc2b1f91b4b2b7e26034ed3828d1d9d53515cbac5d4133cd4499037ad6852"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1904.03866",
    "kind": "arxiv",
    "version": 1
  }
}