Pith Number

pith:7BHU2OCP

pith:2023:7BHU2OCP6674ZSPQZ7WSRO3GR2

not attested not anchored not stored refs pending

Loss Functions and Metrics in Deep Learning

Alfonso Ramirez-Pedraza, Diana M. Cordova-Esparza, Edgar A. Chavez-Urbiola, Juan Terven, Julio A. Romero-Gonzalez

arxiv:2307.02694 v5 · 2023-07-05 · cs.LG · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7BHU2OCP6674ZSPQZ7WSRO3GR2}

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

1 paper in Pith

A Comprehensive Analysis of Accuracy and Robustness in Quantum Neural Networks

Receipt and verification

First computed	2026-07-05T10:48:12.549603Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f84f4d384ff7bfccc9f0cfed28bb668eb0ec05bc5cbd1184d61d7f008f6cf335

Aliases

arxiv: 2307.02694 · arxiv_version: 2307.02694v5 · doi: 10.48550/arxiv.2307.02694 · pith_short_12: 7BHU2OCP6674 · pith_short_16: 7BHU2OCP6674ZSPQ · pith_short_8: 7BHU2OCP

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/7BHU2OCP6674ZSPQZ7WSRO3GR2 \
  | 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: f84f4d384ff7bfccc9f0cfed28bb668eb0ec05bc5cbd1184d61d7f008f6cf335

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "177aadd3e8307a11d226d2498bfb6ac6f8a6f8da822970530a1fa7ecb311ae7b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-05T23:53:55Z",
    "title_canon_sha256": "73620cf63533a52d0e8464683153459109b1267aa463b4536c5e3eb7c689f8f4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.02694",
    "kind": "arxiv",
    "version": 5
  }
}