Pith Number

pith:BPQ4QZLW

pith:2017:BPQ4QZLWB5WICIN7UEBTBVWOTK

not attested not anchored not stored refs pending

On Calibration of Modern Neural Networks

Chuan Guo, Geoff Pleiss, Kilian Q. Weinberger, Yu Sun

arxiv:1706.04599 v2 · 2017-06-14 · cs.LG

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\usepackage{pith}
\pithnumber{BPQ4QZLWB5WICIN7UEBTBVWOTK}

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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

25 papers in Pith

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A Gaia-linked High-purity QSO Candidate Catalog in Selected Fields with Extinction-binned Calibration and Spectrum-informed Training

Single-bit-per-weight deep convolutional neural networks without batch-normalization layers for embedded systems

Calibration, Uncertainty Communication, and Deployment Readiness in CKD Risk Prediction: A Framework Evaluation Study

Receipt and verification

First computed	2026-05-18T00:38:41.506964Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0be1c865760f6c8121bfa10330d6ce9abad7b1e0bd620e6bd0e612eb82f7c454

Aliases

arxiv: 1706.04599 · arxiv_version: 1706.04599v2 · doi: 10.48550/arxiv.1706.04599 · pith_short_12: BPQ4QZLWB5WI · pith_short_16: BPQ4QZLWB5WICIN7 · pith_short_8: BPQ4QZLW

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/BPQ4QZLWB5WICIN7UEBTBVWOTK \
  | 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: 0be1c865760f6c8121bfa10330d6ce9abad7b1e0bd620e6bd0e612eb82f7c454

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e1181016070f0348067171a48095ddd802010389154f2fe2713a87406dcc8571",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-06-14T17:33:50Z",
    "title_canon_sha256": "1362670e665485707138a250830dda24197b5e740f274c065b80524de8c7f243"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1706.04599",
    "kind": "arxiv",
    "version": 2
  }
}