Pith Number

pith:OI3OO2S7

pith:2019:OI3OO2S7HX45RWRTMRB4DKBKA3

not attested not anchored not stored refs pending

Robustness Against Outliers For Deep Neural Networks By Gradient Conjugate Priors

Hannes Stuke, Pavel Gurevich

arxiv:1905.08464 v1 · 2019-05-21 · stat.ML · cs.AI · cs.LG · math.DS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OI3OO2S7HX45RWRTMRB4DKBKA3}

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	2026-05-17T23:45:43.175143Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7236e76a5f3df9d8da336443c1a82a06d6531b7fa0147eecab2934147dce6ffa

Aliases

arxiv: 1905.08464 · arxiv_version: 1905.08464v1 · doi: 10.48550/arxiv.1905.08464 · pith_short_12: OI3OO2S7HX45 · pith_short_16: OI3OO2S7HX45RWRT · pith_short_8: OI3OO2S7

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/OI3OO2S7HX45RWRTMRB4DKBKA3 \
  | 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: 7236e76a5f3df9d8da336443c1a82a06d6531b7fa0147eecab2934147dce6ffa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "72bfb50a5febc2649d90eb2c0cc74be653cb86440f114523e0692e59dbcff148",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "math.DS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-05-21T07:10:16Z",
    "title_canon_sha256": "bee70589607a0f145cbf340b319efdbbab7490f10e635aec1c9bfd7566f005cb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.08464",
    "kind": "arxiv",
    "version": 1
  }
}