Pith Number

pith:RVCOA5QY

pith:2022:RVCOA5QYQYCTT6YB4RIXVT5YHR

not attested not anchored not stored refs pending

Robustness to Label Noise Depends on the Shape of the Noise Distribution in Feature Space

Diane Oyen, Har Simrat Singh, Michal Kucer, Nick Hengartner

arxiv:2206.01106 v1 · 2022-06-02 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RVCOA5QYQYCTT6YB4RIXVT5YHR}

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	2026-07-05T04:28:37.038845Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8d44e07618860539fb01e4517acfb83c7014475b619636e67851ce9bca8b0e74

Aliases

arxiv: 2206.01106 · arxiv_version: 2206.01106v1 · doi: 10.48550/arxiv.2206.01106 · pith_short_12: RVCOA5QYQYCT · pith_short_16: RVCOA5QYQYCTT6YB · pith_short_8: RVCOA5QY

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/RVCOA5QYQYCTT6YB4RIXVT5YHR \
  | 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: 8d44e07618860539fb01e4517acfb83c7014475b619636e67851ce9bca8b0e74

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "908a6e4700481ba91b6e02851319d644cf27f13d952497e2e48e8e3118ca4dc5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-02T15:41:59Z",
    "title_canon_sha256": "83c03f45db6ec4955cb08ded027f4246a7bc21ba9767c92e8c5a1e3361950916"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.01106",
    "kind": "arxiv",
    "version": 1
  }
}