Pith Number

pith:JABWYHEF

pith:2023:JABWYHEFXFX52HHIOFUSPTVRCH

not attested not anchored not stored refs pending

A Gradient-based Approach for Online Robust Deep Neural Network Training with Noisy Labels

Alec Koppel, Yifan Yang, Zheng Zhang

arxiv:2306.05046 v1 · 2023-06-08 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JABWYHEFXFX52HHIOFUSPTVRCH}

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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.

Cited by

1 paper in Pith

CAdam: Confidence-Based Optimization for Online Learning

Receipt and verification

First computed	2026-07-05T06:18:45.098643Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

48036c1c85b96fdd1ce8716927ceb111eb2a91f3681734c15e4b975bb5bbd6b7

Aliases

arxiv: 2306.05046 · arxiv_version: 2306.05046v1 · doi: 10.48550/arxiv.2306.05046 · pith_short_12: JABWYHEFXFX5 · pith_short_16: JABWYHEFXFX52HHI · pith_short_8: JABWYHEF

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/JABWYHEFXFX52HHIOFUSPTVRCH \
  | 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: 48036c1c85b96fdd1ce8716927ceb111eb2a91f3681734c15e4b975bb5bbd6b7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "710bf431890063b29dffa0f34a5612a442229ab7a5a66e8cc65545778f58dd6e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-08T08:57:06Z",
    "title_canon_sha256": "730b655169e822c1e4a0d90f5b1081044bee0ca3553e8cfce69a408e5f48739b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.05046",
    "kind": "arxiv",
    "version": 1
  }
}