Pith Number

pith:JOIIHQCN

pith:2022:JOIIHQCNFVQVJUMRQFMMLY4XBZ

not attested not anchored not stored refs pending

Benchmarking Deep AUROC Optimization: Loss Functions and Algorithmic Choices

Dixian Zhu, Tianbao Yang, Xiaodong Wu

arxiv:2203.14177 v3 · 2022-03-27 · 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{JOIIHQCNFVQVJUMRQFMMLY4XBZ}

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.

Cited by

2 papers in Pith

Benchmarking Optimization Algorithms for Automated Calibration of Quantum Devices

Calibration-Aware Policy Optimization for Reasoning LLMs

Receipt and verification

First computed	2026-07-05T04:37:35.090595Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4b9083c04d2d6154d1918158c5e3970e53ccd8d598fa59552c7b78735544cdd6

Aliases

arxiv: 2203.14177 · arxiv_version: 2203.14177v3 · doi: 10.48550/arxiv.2203.14177 · pith_short_12: JOIIHQCNFVQV · pith_short_16: JOIIHQCNFVQVJUMR · pith_short_8: JOIIHQCN

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/JOIIHQCNFVQVJUMRQFMMLY4XBZ \
  | 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: 4b9083c04d2d6154d1918158c5e3970e53ccd8d598fa59552c7b78735544cdd6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ea57777a72f43145a6c5f6471d93c96903447eb43d9c28b6e298478bcfa9f4a2",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-03-27T00:47:00Z",
    "title_canon_sha256": "afcdef7333bcd1d4269fc4a708cd67fc39edff7bbe4d75b4175a06598f46b4be"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.14177",
    "kind": "arxiv",
    "version": 3
  }
}