Pith Number

pith:ZW2XBIAF

pith:2025:ZW2XBIAFUSHPCA67QZBCAK3DTS

not attested not anchored not stored refs pending

Steps Adaptive Decay DPSGD: Enhancing Performance on Imbalanced Datasets with Differential Privacy with HAM10000

Fang Xie, Xiaobo Huang

arxiv:2507.06619 v1 · 2025-07-09 · 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{ZW2XBIAFUSHPCA67QZBCAK3DTS}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.

Receipt and verification

First computed	2026-07-05T11:34:19.485875Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cdb570a005a48ef103df8642202b639ca877d3df8c5140497c5a79c276af9b2b

Aliases

arxiv: 2507.06619 · arxiv_version: 2507.06619v1 · doi: 10.48550/arxiv.2507.06619 · pith_short_12: ZW2XBIAFUSHP · pith_short_16: ZW2XBIAFUSHPCA67 · pith_short_8: ZW2XBIAF

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/ZW2XBIAFUSHPCA67QZBCAK3DTS \
  | 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: cdb570a005a48ef103df8642202b639ca877d3df8c5140497c5a79c276af9b2b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4476e6bbe3ebb5507b0ceedf4359fbafb2870d63b114ecb259f41fa4653547a9",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-09T07:46:29Z",
    "title_canon_sha256": "f87818243084b08d7a00e742653659726605f51c56d5a988c0d34dccb8360859"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.06619",
    "kind": "arxiv",
    "version": 1
  }
}