Pith Number

pith:YRTVWUDN

pith:2026:YRTVWUDNFF775BDCOT64FXSC7K

not attested not anchored not stored refs pending

Symmetrization of Loss Functions for Robust Training of Neural Networks in the Presence of Noisy Labels

Alexandre Lemire Paquin, Brahim Chaib-draa, Philippe Gigu\`ere

arxiv:2605.20347 v1 · 2026-05-19 · 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{YRTVWUDNFF775BDCOT64FXSC7K}

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	2026-05-21T01:04:34.362256Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c4675b506d297ffe846274fdc2de42faba2bbeb2a4ab82105fecdd7f7fc258b2

Aliases

arxiv: 2605.20347 · arxiv_version: 2605.20347v1 · doi: 10.48550/arxiv.2605.20347 · pith_short_12: YRTVWUDNFF77 · pith_short_16: YRTVWUDNFF775BDC · pith_short_8: YRTVWUDN

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/YRTVWUDNFF775BDCOT64FXSC7K \
  | 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: c4675b506d297ffe846274fdc2de42faba2bbeb2a4ab82105fecdd7f7fc258b2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "697fbf474a3c23fc423cafc4c52c7e3186ce61930aefa45e00717d70bc0ac4f6",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-19T18:03:40Z",
    "title_canon_sha256": "74197357933844f1bce74cc75242c020c0333d35cf19b61c57faaa140e3c98b7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.20347",
    "kind": "arxiv",
    "version": 1
  }
}