Pith Number

pith:BZSRIMRM

pith:2026:BZSRIMRMG4OBA564DKKO33TRBI

not attested not anchored not stored refs pending

Unification and Optimization of Robust Supervised Learning

Clemens Damke, Eyke H\"ullermeier, Jonas Hanselle, Valentin Margraf

arxiv:2605.28165 v1 · 2026-05-27 · 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{BZSRIMRMG4OBA564DKKO33TRBI}

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	2026-05-28T01:05:00.984471Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0e6514322c371c1077dc1a94edee710a262d2228b6cf2365e498f6212ffc7f5a

Aliases

arxiv: 2605.28165 · arxiv_version: 2605.28165v1 · doi: 10.48550/arxiv.2605.28165 · pith_short_12: BZSRIMRMG4OB · pith_short_16: BZSRIMRMG4OBA564 · pith_short_8: BZSRIMRM

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/BZSRIMRMG4OBA564DKKO33TRBI \
  | 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: 0e6514322c371c1077dc1a94edee710a262d2228b6cf2365e498f6212ffc7f5a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "06064dd67891a2cee40e84fdbcb4bd8b1211b5a0d1f1e337908a8b59b988c3e2",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-27T08:47:50Z",
    "title_canon_sha256": "432bbca4ff540d083d89dd0ff3e2a54ebd9efb6156b46a87318ab31d7f7cece6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.28165",
    "kind": "arxiv",
    "version": 1
  }
}