Pith Number

pith:LU6DCES6

pith:2024:LU6DCES6EU57PVIKQBXDQ6UARB

not attested not anchored not stored refs pending

Mitigating Label Noise on Graph via Topological Sample Selection

Bo Han, Jiangchao Yao, Jun Yu, Ruxin Wang, Tongliang Liu, Xiaobo Xia, Yuhao Wu

arxiv:2403.01942 v4 · 2024-03-04 · cs.LG

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\usepackage{pith}
\pithnumber{LU6DCES6EU57PVIKQBXDQ6UARB}

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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

Introducing Fractional Classification Loss for Robust Learning with Noisy Labels

Receipt and verification

First computed	2026-07-05T09:00:22.317348Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5d3c31125e253bf7d50a806e387a80885db20e2602915e0f66d25dc57c976be3

Aliases

arxiv: 2403.01942 · arxiv_version: 2403.01942v4 · doi: 10.48550/arxiv.2403.01942 · pith_short_12: LU6DCES6EU57 · pith_short_16: LU6DCES6EU57PVIK · pith_short_8: LU6DCES6

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/LU6DCES6EU57PVIKQBXDQ6UARB \
  | 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: 5d3c31125e253bf7d50a806e387a80885db20e2602915e0f66d25dc57c976be3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2758aa1ea935a647d24261a38fe87fb9324a4068a306214408c9c7a95614999c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-04T11:24:51Z",
    "title_canon_sha256": "beb61b34ecfa2627e054c26d07b7d394f92225dab43c4c825938e70171302bc3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.01942",
    "kind": "arxiv",
    "version": 4
  }
}