Pith Number

pith:YQK2SGBH

pith:2025:YQK2SGBHDYHM4KY6BTZ7LSB3CD

not attested not anchored not stored refs pending

Are Fast Methods Stable in Adversarially Robust Transfer Learning?

Joshua C. Zhao, Saurabh Bagchi

arxiv:2506.22602 v1 · 2025-06-27 · 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{YQK2SGBHDYHM4KY6BTZ7LSB3CD}

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	2026-07-05T11:28:41.676394Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c415a918271e0ece2b1e0cf3f5c83b10ef1c818c5e63831a90a9916d91831de0

Aliases

arxiv: 2506.22602 · arxiv_version: 2506.22602v1 · doi: 10.48550/arxiv.2506.22602 · pith_short_12: YQK2SGBHDYHM · pith_short_16: YQK2SGBHDYHM4KY6 · pith_short_8: YQK2SGBH

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/YQK2SGBHDYHM4KY6BTZ7LSB3CD \
  | 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: c415a918271e0ece2b1e0cf3f5c83b10ef1c818c5e63831a90a9916d91831de0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "74fb2e6e5456a4530d741db9e42d0f004870cc7d916671c39cb5a271dd86acf1",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-27T19:53:53Z",
    "title_canon_sha256": "e63183e01d79e5d147683823f8f4bb46c340fe5c4785fd75c40ef40066652d92"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.22602",
    "kind": "arxiv",
    "version": 1
  }
}