Pith Number

pith:7XZGJFDF

pith:2019:7XZGJFDFX3PDPAMO6WPFR3W2KQ

not attested not anchored not stored refs pending

Robustification of deep net classifiers by key based diversified aggregation with pre-filtering

Olga Taran, Shideh Rezaeifar, Slava Voloshynovskiy, Taras Holotyak

arxiv:1905.05454 v1 · 2019-05-14 · 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{7XZGJFDFX3PDPAMO6WPFR3W2KQ}

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	2026-05-17T23:46:16.409631Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fdf2649465bede37818ef59e58eeda5406424b04af6d6ac621f626d33517d7ce

Aliases

arxiv: 1905.05454 · arxiv_version: 1905.05454v1 · doi: 10.48550/arxiv.1905.05454 · pith_short_12: 7XZGJFDFX3PD · pith_short_16: 7XZGJFDFX3PDPAMO · pith_short_8: 7XZGJFDF

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/7XZGJFDFX3PDPAMO6WPFR3W2KQ \
  | 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: fdf2649465bede37818ef59e58eeda5406424b04af6d6ac621f626d33517d7ce

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "731b9461ed8e46c381d307ac8f3f35ded6f380b78b158fe2672993d92b9721f2",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-14T08:39:09Z",
    "title_canon_sha256": "3648ffcceb26a2563c2f6105e62362aac0d002d10e100cf80c422bb82d47284b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.05454",
    "kind": "arxiv",
    "version": 1
  }
}