Pith Number

pith:Z5DPKFLR

pith:2016:Z5DPKFLRNFB2KTQOYDCR7KPPSN

not attested not anchored not stored refs pending

The Pessimistic Limits and Possibilities of Margin-based Losses in Semi-supervised Learning

Jesse H. Krijthe, Marco Loog

arxiv:1612.08875 v3 · 2016-12-28 · 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{Z5DPKFLRNFB2KTQOYDCR7KPPSN}

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	2026-05-17T23:56:48.753504Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cf46f515716943a54e0ec0c51fa9ef936fba7ab5fd4fd0d4e27c2b7efc48235a

Aliases

arxiv: 1612.08875 · arxiv_version: 1612.08875v3 · doi: 10.48550/arxiv.1612.08875 · pith_short_12: Z5DPKFLRNFB2 · pith_short_16: Z5DPKFLRNFB2KTQO · pith_short_8: Z5DPKFLR

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/Z5DPKFLRNFB2KTQOYDCR7KPPSN \
  | 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: cf46f515716943a54e0ec0c51fa9ef936fba7ab5fd4fd0d4e27c2b7efc48235a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e4b28c9b9b6e3be1934c6ba100a44a76d623709ceb2082c568bbd78685d45e9f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2016-12-28T13:17:07Z",
    "title_canon_sha256": "a8593ab049ba5f8965dc6dc69ad583d57ea306259a93cdf89aba129e947c004d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1612.08875",
    "kind": "arxiv",
    "version": 3
  }
}