Pith Number

pith:76H2QHHU

pith:2020:76H2QHHU6FVVLQY2KFH7W3IXSP

not attested not anchored not stored refs pending

Improving Calibration through the Relationship with Adversarial Robustness

Alex Beutel, Ed H. Chi, Xuezhi Wang, Yao Qin

arxiv:2006.16375 v2 · 2020-06-29 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{76H2QHHU6FVVLQY2KFH7W3IXSP}

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.

Receipt and verification

First computed	2026-07-05T03:40:27.020300Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ff8fa81cf4f16b55c31a514ffb6d1793cccfb77ff46371927957aeb550b6436a

Aliases

arxiv: 2006.16375 · arxiv_version: 2006.16375v2 · doi: 10.48550/arxiv.2006.16375 · pith_short_12: 76H2QHHU6FVV · pith_short_16: 76H2QHHU6FVVLQY2 · pith_short_8: 76H2QHHU

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/76H2QHHU6FVVLQY2KFH7W3IXSP \
  | 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: ff8fa81cf4f16b55c31a514ffb6d1793cccfb77ff46371927957aeb550b6436a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f35e40e7cd520d609bf65da481a95a1d3146cb496b8cbf3e79ea6d77819637db",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-29T20:56:33Z",
    "title_canon_sha256": "6576d14d510c7172e3d090ec6c785b7a77decc28dd3e10260d00c3aede2d1d1e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.16375",
    "kind": "arxiv",
    "version": 2
  }
}