Pith Number

pith:K5IQ6SSB

pith:2018:K5IQ6SSBMQBSLVDMCUA5I5BHSU

not attested not anchored not stored refs pending

Optimizing Non-decomposable Measures with Deep Networks

Amartya Sanyal, Fabrizio Sebastiani, Pawan Kumar, Purushottam Kar, Sanjay Chawla

arxiv:1802.00086 v1 · 2018-01-31 · 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{K5IQ6SSBMQBSLVDMCUA5I5BHSU}

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	2026-07-05T03:15:49.499785Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

57510f4a41640325d46c1501d474279517660357d30368b3b3dfa2029686bd9a

Aliases

arxiv: 1802.00086 · arxiv_version: 1802.00086v1 · doi: 10.48550/arxiv.1802.00086 · pith_short_12: K5IQ6SSBMQBS · pith_short_16: K5IQ6SSBMQBSLVDM · pith_short_8: K5IQ6SSB

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/K5IQ6SSBMQBSLVDMCUA5I5BHSU \
  | 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: 57510f4a41640325d46c1501d474279517660357d30368b3b3dfa2029686bd9a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2a37cf7a6f59ae9397750abff65877b157a55d1d017d2d49c3602c2fd441512b",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-01-31T22:14:09Z",
    "title_canon_sha256": "fcdb43b0e6bf0dffdb6b6b0dbbd96cb6462916ce4a53b05fbdb3a02a81212c92"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1802.00086",
    "kind": "arxiv",
    "version": 1
  }
}