Pith Number

pith:U5CB2P26

pith:2023:U5CB2P26C276W7R57CILWXI5B6

not attested not anchored not stored refs pending

Differentially Private Non-convex Learning for Multi-layer Neural Networks

Cheng-Long Wang, Di Wang, Hanpu Shen, Yiming Ying, Zihang Xiang

arxiv:2310.08425 v1 · 2023-10-12 · cs.LG · cs.CR · 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{U5CB2P26C276W7R57CILWXI5B6}

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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

Differentially Private Sparse Linear Regression with Heavy-tailed Responses

Receipt and verification

First computed	2026-07-05T07:00:15.327040Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a7441d3f5e16bfeb7e3df890bb5d1d0f9f8b68e063d308bc48c67db92ab31593

Aliases

arxiv: 2310.08425 · arxiv_version: 2310.08425v1 · doi: 10.48550/arxiv.2310.08425 · pith_short_12: U5CB2P26C276 · pith_short_16: U5CB2P26C276W7R5 · pith_short_8: U5CB2P26

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/U5CB2P26C276W7R57CILWXI5B6 \
  | 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: a7441d3f5e16bfeb7e3df890bb5d1d0f9f8b68e063d308bc48c67db92ab31593

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a3ed6dac699e2adf0a60f340fe80b72bb4f1820cd5f7a6d985d28dd4d5b41cac",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-12T15:48:14Z",
    "title_canon_sha256": "dac2f289d5c5a240cab19bfed4da99becf0d79ab33b251b5b354d3cfb4100ca1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.08425",
    "kind": "arxiv",
    "version": 1
  }
}