Pith Number

pith:7SZ7FXJH

pith:2020:7SZ7FXJHFD57SXQBKRAS6FPXWR

not attested not anchored not stored refs pending

Calibrated Surrogate Losses for Adversarially Robust Classification

Clayton Scott, Han Bao, Masashi Sugiyama

arxiv:2005.13748 v2 · 2020-05-28 · stat.ML · 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{7SZ7FXJHFD57SXQBKRAS6FPXWR}

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

Smoothed Elicitation Complexity for Approximate $\Gamma$-calibration of Discrete Classification Tasks

Receipt and verification

First computed	2026-07-05T02:39:56.404840Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fcb3f2dd2728fbf95e0154412f15f7b44491eeec2bcb5fb1c5adb86505308b11

Aliases

arxiv: 2005.13748 · arxiv_version: 2005.13748v2 · doi: 10.48550/arxiv.2005.13748 · pith_short_12: 7SZ7FXJHFD57 · pith_short_16: 7SZ7FXJHFD57SXQB · pith_short_8: 7SZ7FXJH

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/7SZ7FXJHFD57SXQBKRAS6FPXWR \
  | 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: fcb3f2dd2728fbf95e0154412f15f7b44491eeec2bcb5fb1c5adb86505308b11

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "594f42fddaee75455625508d3949ad3b13b418763fc22fb1c710e59411f2c67c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2020-05-28T02:40:42Z",
    "title_canon_sha256": "02b448cb3cd9c97550ff6f3b7126092921b215b843590d56cd6e3bc7552f24e0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.13748",
    "kind": "arxiv",
    "version": 2
  }
}